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Leaders in San Francisco introduced final week that the town has gained $4.5 million in funding from the point out of California to bolster its Cannabis Fairness Grant Plan.
The money, component of the California Governor's Workplace of Organization and Economic Enhancement, "will help create on the Program's initial purpose to overcome disparities in the hashish market through the establishment of equity hashish enterprises," the town stated on Friday.
"COVID-19 had a considerable impact on our city's little enterprises and entrepreneurs, like individuals in the hashish sector," stated San Francisco Mayor London Breed in the announcement. "With the support from the Condition and management at the Business office of Hashish, this funding will ensure that the Hashish Fairness Grant Plan continues to accomplish its aim of delivering access to the business for these who have been disproportionally impacted by earlier procedures."
Past 12 months, San Francisco and a variety of California cities this kind of as Los Angeles and Oakland created their very own Hashish Equity Grant Packages with the help of funding from the Governor's Office environment of Company and Economic Enhancement.
Considering the fact that then, San Francisco claims that its Office of Hashish (OOC) has "distributed around $5.5 million in adaptable grant funding to far more than 50 equity corporations, with awards ranging from about $50,000 to $150,000."
"Of the grant recipients, 65% detect as persons of colour, strengthening accessibility to communities that have traditionally been harmed by previous procedures and the War on Medicine. OOC has labored diligently to be certain that all readily available funding is utilised for the reward of applicants, with 100% of the grants currently being awarded ahead of the expiration of the grant expression," the city said in its announcement of the new funding on Friday.
"From a historical lens, the Fairness Grant Software represents govt proactively addressing drug insurance policies that have harmed our communities,"Nikesh Patel, director of the San Francisco Office of Cannabis said in the announcement. "We hear from social equity applicants just how powerful these grants are to progress their businesses. We just take delight in continuing to establish a method that contains group input, fulfills applicants' requirements, and in the long run lessens limitations to coming into the hashish marketplace."
The city states that the plan "is structured to allow for grantees the means to establish the finest use of their award."
Individuals grantees "may seek grant reimbursements and/or grant improvements for 13 eligible expense classes which includes, accounting services, money advancements, legal help, regulatory compliance, and rent, among the other people," and also, they "may leverage cost-free technological aid to improved aid them by this method."
The announcement on Friday included testimonies from some of individuals grant recipients.
"The Business office of Hashish Grant Program gives very important assistance and possibility to social fairness candidates to start their individual businesses in the regulated hashish business. As a San Francisco native from the Fillmore District, and a woman of coloration, my neighborhood has disproportionately been affected by the War on Medicine. I would like to thank the Business office of Hashish for this unprecedented possibility to access my dreams, and I couldn't be a lot more grateful," mentioned Joyce Hicks, CEO, Neicey Parts LLC.
Rudy Corpuz, CEO, SGI Brannan LLC, mentioned that the grant method "provided me with an prospect to open up my possess retail store."
"It's aided me enormously, not only as a social fairness lover, but also as a very long-standing member of the San Francisco community who seeks to uplift people who've also been hurt by the War on Prescription drugs," mentioned Corpuz.
Meanwhile, Perry Jones, CEO, Cali Heals, states that "not all money is very good money" when it will come to building a organization.
"However, when it comes to the San Francisco Fairness Plan, hashish grants provided me with an opportunity to not only set up my individual cannabis company, but to probably recognize generational wealth for me and my relatives," Jones reported.


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subset: commoncrawl


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Based in the suburbs of Chicago, we are a husband and wife photography team specializing in fine art wedding photography.
Picture this – you become engaged. You then spend hours pouring through magazines, Pinterest boards, and designer websites looking for something perfect for the grand occasion. You go to stores and try on anywhere from 5 to 100 gowns in the hope of finding "the one". So many things can come into making the decision – princess or sleek, satin or lace, sleeves or strapless. Of course, everyone has an opinion, from your mom and your sister to your BFF. It's enough to make your head spin. The worst part of all, the one person whose opinion you care about the most, can't help because tradition is to keep it a surprise.
You finally settle on something you hope your future spouse will like and you think it should be a crime to only wear it on one day for 10 hours. Finally, you wait another 8 months for it to come perfectly tailored into the bridal shop.
So with all that said, I completely understand when Stephanie said she was most looking forward to seeing Joseph for the first time at their first look on their wedding day. It's a big deal! Joseph's reaction did not disappoint as he smiled, got a little teary-eyed, and gave Stephanie the biggest hug.
The wedding day only got better from there as Stephanie and Joseph shared their vows in front of friends and family at the beautiful Independence Grove Events Venue in Libertyville. These two are a perfect match for their hearts as they kept each other smiling all day long with just a simple glance between them. Congratulations once again Stephanie and Joseph! We are excited to share some of our favorite moments with you.
A special thanks to all the vendors who made Stephanie & Joseph's day beautiful.
Getting Ready Venue: Holiday Inn Express – Libertyville
Venue: Events at Independence Grove
Transportation: M&M Limousine Services
Officiant: Branden Wick
Bridal and Bridesmaid Dress Shop: The Crystal Bride
Bridal Dress Designer: Mikaela by Paloma Blanca
Groomsmen Attire: Men's Warehouse
Hair Stylist & Makeup Artist: Rosie Hunter Artistry
Videographer: Amor in Motion
Florist: Countryside Flower Shop
DJ: DJs For You
Catering: Catering by Michaels
Bakery: Oak Mill Bakery
Jeweler: Brilliant Earth
Based in the suburbs of Chicago, we are a husband and wife photography team specializing in fine art wedding photography.


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Cornell University Weill Graduate School Of Medical Sciences
State: New York
County: New York
City/town: New York
Post: 10065
Address: 1300 York Avenue New York, NY 10065 United States
Phone: (212)746-6582
Fax: (212)746-8906
Email: unknown
Web site: unknown
Status: Active
Review: Neuroscience
Degree Offered: Ph.D. Format: Campus
Program Description: Development and function of the nervous system is a unifying theme of the Neuroscience program at Weill Cornell Graduate School (WCGS). Students interact closely with faculty studying the nervous system from a wide variety of scientific disciplines, including molecular genetics, biochemistry, pharmacology, neuroanatomy, electrophysiology, and computational and systems neuroscience. They work at the molecular, cellular, and organism systems, ranging from insects to rodents to human and non-human primates. Focus areas in the program include: neural disease, synaptic transmission, developmental neurobiology and regeneration, vision, computational and systems neuroscience, and neuropharmacology. The research interests of the program cover the entire range of neuroscience, including the regulation of neural development, neuronal plasticity, control of neurotransmitter synthesis and release, learning, the response of neurons and neural tissue to injury, the regulation of gene expression, endocrine function, circuit development, vision and other sensory systems, information processing, and behavior. International Student Requirements: TOEFL Exam is required.
Financial Aid Offered: No


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The Week Four matchup between the Buccaneers and Patriots is largely being billed as quarterback Tom Brady's return to Foxborough. That's for good reason, since he did win six Super Bowls with the team.
But that Sunday night game will also be tight end Rob Gronkowski's first — and likely last — game in the stadium he called home for nine seasons.
In a recent interview with the Buccaneers website, Gronkowski talked about what it'll be like to face his former team.
"Oh yeah, that's going to be crazy. It's going to be pretty epic," Gronkowski said, via NESN. "I mean, it's definitely going to be emotional, for sure, I would say.
"I just had a great nine years, probably the best nine years of my life. It was the beginning of basically my whole football career there. So it's definitely going to be heartfelt when I go back."
Gronkowski earned three Super Bowl rings with the Patriots, catching 521 passes for 7,861 yards with 79 touchdowns in 115 games for the team. Gronkowski is second on the franchise's all-time list in receiving yards.
His last reception in a New England uniform was in Super Bowl LIII, setting up the Patriots for their go-ahead touchdown in the fourth quarter.


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Brazil beach holiday, tailor made
We can arrange international flights.
Tailormade enquiries: Please provide full details in your enquiry as listed below.
Description of Brazil beach holiday, tailor made
Visit pristine beaches, snorkel in emerald seas and explore traditional villages whilst staying in a lovely pousada about three hours from Rio, on this Brazil beach holiday, tailor made.
But before you head for the beach, take some time to explore the amazing city of Rio de Janeiro. You have two full days to explore, including a full day's guided tour to see the highlights.
Your beach stay is in the Costa Verde about 3-4 hours south of Rio, and under an hour from the lovely village of Paraty.
Your small, nine room boutique hotel is the Pousada Picinguaba. It has a fabulous position on this forested coastline. The rooms overlook tropical gardens that surround the spring-fed swimming pool. This is a very relaxed 'rustic chic' hotel, and a tranquil place to recharge your batteries (there is a natural spa here, too). You could take the hotel's schooner to deserted islands and beaches, accompany a local guide through the rainforest to spectacular hidden waterfalls, visit beautiful Paraty half an hour away, dive, fish, surf, or sea kayak.
Price information
Departure information
Travel guides
Holiday information
1 Reviews of Brazil beach holiday, tailor made
Reviewed on 09 Nov 2015 by Brenda Carter
1. What was the most memorable or exciting part of your holiday?
Our pathetic attempt at bird watching in the rainforest was great fun....if only we'd known what we were looking at (we had a guide but.....!) stumbling onto a quiet beach at the end was fantastic....thankfully with a water taxi waiting.
2. What tips would you give other travellers booking this holiday?
Paul from the holiday provider was brilliant.....take his recommendations!
3. Did you feel that your holiday benefited local people, reduced environmental impacts or supported conservation?
Our main accommodation was local owned and staffed. Our lack of Portuguese was a challeng a couple of times, but overall it felt like the money was going where it should.
4. Finally, how would you rate your holiday overall?
Really relaxing in a beautiful place.
Responsible Travel
PlanetWater-saving is hugely important at the Pousada as they rely on rainwater only. This small hotel is also great at energy-saving, and they believe in helping their local community and environment too. People making this amount of effort, will certainly be making sure you have a great holiday!
For every person that travels with the company, it plants trees through The Travel Forest initiative. Depending on where they plant and the requirement of the specific area, they plant either indigenous trees or a mix of indigenous and non-native species. Planting non-native seedlings may seem counter-intuitive but doing this can often help any remaining indigenous forest from being cut down (e.g. for fuel) as some non-native trees grow much more quickly than indigenous types. They particularly aim to save ancient or older indigenous forest, through offering an alternative option for fuel requirements of local communities. In addition to this benefit, their Travel Forest initiative helps with such things as planting for water-course retention, soil erosion, shade and even food all depending on what is planted and where. They have planted almost 100,000 trees to date in various degraded locations including the Andean mountains in Peru, northern Tanzania and Malawi. This has always been done in conjunction with the local communities who plant and then tend the seedlings. Trees are far more important to the health of this planet (and us) than many people imagine. This global Travel Forest initiative can and does make a big difference.
As part of our commitment to the environment we have a programme to plant trees in Tanzania, Malawi, Peru etc. through the companys foundation. This was set up to help alleviate poverty, conserve endangered wildlife, and protect earths environmental diversity for the benefit of us all. All the projects have a link with tourism in some way, and many benefit the wider world as well as local people, through conserving areas of natural beauty. We dont just look overseas when considering the environment, even at the office the team planted tress in the fields surrounding the buildings to celebrate the companys 21st birthday in 2019.
As a company we think about our partners overseas carefully. The company ethos is to use properties around the globe that have a similar ethical stance to ourselves. If they can use local suppliers for their provisions, be it food or furnishings then they do, and all offer a variety of menus including vegetarian and vegan/plant-based options. Our partners support the use of solar/renewable energies, and many are looking at ways of switching their current supplies to more eco-friendly options in order to be more efficient. The use of solar, water and air are options in use or being explored, as well as grey water run offs. Energy efficient appliances and practices, card operated in room lighting, low energy bulbs, and a change in laundry practices, are all in operation, and show just a few of the initiatives used. Our partners also use local staff within their properties. Many live on-site in seasonal properties for example reducing the travel emissions of the company, many come from the local villages and communities surrounding the properties. This includes everyone from house keeping to management and the guides that are from the locale.
Due to the nature of the holidays provided by the company, it is impossible to eliminate all flights but where possible we use the minimum flight hours an itinerary can operate with. The packages we have on offer include rail portions in some areas, which keep emissions low, many walking options and shared transportation.
PeopleOur local operator in Brazil reinforces practices considered fundamental for environmental conservation and works to inform visitors, local staff and the population in general. They are one of the country leaders in ecotourism and one of the company directors is president of the Brazilian Bureau of Ecotourism. The company was founded to supply nature studies trips for students in the preserved areas of the country such as the Amazon and Pantanal. Though the company now also has an incoming tourism department there is still a very active study trips department. They strongly believe that these trips should promote the sensitivity of students towards nature preservation, present and promote models and techniques of sustainable exploration of natural resources and stimulate the sponsorship of local projects. The contact between urban students and local communities brings a possibility of development of other social and economic relations that value cultures and, at the same time, their peoples.
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On November 05, 2019, RichRelevance announced that the company and Manthan Software have set a path towards consolidating their category-leading businesses in the coming year, in compliance with applicable regulations.
It's clear that in the age of the digitally-savvy consumer, retailers need to rethink personalization from the outside-in. Retailers need to bring together their fragmented view of their customers across channels, personalize marketing engagement at every touch, as well as continuously optimize and individualized every customer touchpoint. This centralized, and always-updated customer profile data can then be leveraged to create the most accurate machine learning models, drive marketing analytics and insights, and improve business effectiveness — all in the hands of the marketer.
RichRelevance with Manthan together will deliver an end-to-end algorithmic customer experience marketing solution that includes the leading business-to-consumer Customer Data Platform, Retail Marketing & Merchandising Solution, and Real-time Personalization Platform with advanced data science.
Read The Press Release
The market of personalization has been evolving rapidly in the last 12 months. We heard from our customers and partners on the need to get to market faster by aggregating enterprise-wide customer data to resolve fragmented identities and create unified profiles, infer personas and prescribe actions with more advanced segmentation, and help drive better results with deeper personalization across the customer lifecycle.
We decided that a retail-focused approach with the breadth in both data and decisioning would be the best strategy to serve our customers.
Together, we become the largest independent personalization player globally for retail, creating a powerful force in the market that brings together our real-time decisioning with their rich customer data and analytics platform.
Simply put, you now have access to the industry's best in Personalization extended by Customer Data Platform, and Retail Analytics, all in one package. At the same time, your RichRelevance account team remains the same, along with the professional services teams that support your business.
Find out why the largest brands rely on RichRelevance for their Omnichannel Personalization.


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This stylish and super soft bib is made from 100% organic cotton and lined with plush and absorbent cotton velour. Make feeding time fun and playful with Keep Leaf's chic range of bibs. Machine washable.
- 100% organic cotton
- Free of BPA, lead and phthalates
- Velcro closure
- Size: 9.5" W x 13.5" L
- Care: machine wash cold, hang to dry


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Job Description
Other - Full-time
Position Summary: Assist machine operators throughout Print Services with regards to production, quality, and safety objectives as directed by the Print Finishing Team Leader. Accomplish the overall goals and objectives of the production area.
Essential Functions:
- Maintain a positive attitude and reflect Our Daily Bread Ministries core values
- Assist in training and development of others, managing dates, meeting quality targets, and safety standards
- Familiarity with MIS and label software
- Flexibility to assist within Print Services as required
- Meet or exceed production benchmarks
Study or Knowledge or Experience:
High school graduate or GED
Specific experience in production environment, mailing operations, or fulfillment helpful
Mechanical aptitude/dexterity
Good hand/eye coordination
High level of customer service
Strive to live a life consistent with Biblical principles and demonstrate continued growth and spiritual development.
Internal Work Environment:
Communication may be complex in nature
Miscellaneous Factors:
Danger in working around moving parts of machinery
Frequent bending and twisting and repetitive motion factor
Occasional heavy lifting
High noise level work environment – hearing protection required
On feet fulltime
Our Daily Bread Ministries is a nondenominational nonprofit with staff and volunteers across the globe and resources distributed in 150 countries and in more than 50 languages. As a global ministry faithful to biblical principles, our commitment to diversity is reflected in our ministry's mission, vision, values, and ethos.
Our Daily Bread strives to embody a Biblically based commitment to Diversity and InclusionApply Now


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Here in Northern California, Kalliopeia resides in Coast Miwok territory. To honor the Indigenous peoples of this land, and in support of one woman who is bringing back the living history of her Tamalko (Coast Miwok) family, Emergence Magazine produced a three-part podcast series about her family's eviction from their ancestral home in nearby Tamal-liwa (Tomales Bay). "Coming Home to the Cove: A Story of Family, Memory, and Stolen Land" chronicles Theresa Harlan's story of her family's displacement from their homestead on a cove overlooking the bay and shares her grassroots efforts to involve the wider community in protecting both the history and the future of this place. As she tells her family's story—both in the podcast and in an accompanying op-ed—Theresa makes a powerful claim: remembering and retelling inclusive histories has the power to create a more just future.
Kalliopeia is partnering with the Alliance for Felix Cove—the organizational home for Theresa's work—to support her efforts to re-Indigenize her Coast Miwok family's ancestral homelands in the Point Reyes National Seashore. The Felix family is the last Tamalko family to have lived at Laird's Landing—or Felix Cove, as the family refers to it. The Alliance envisions establishing a living history center and garden at the cove where visitors can learn about how the Felix family lived sustainably on Tomales Bay, and how others can also learn to live with nature by developing an awareness of Indigenous ecological knowledge and practices.
In our time of concurrent crises of disconnection—from a global pandemic to the climate crisis—efforts to learn from and support Indigenous peoples are critical. Honoring the Felix family is one way that we can engage in this effort and take a step toward creating more just and sustainable communities that are rooted in historic truth and embrace a shared future.


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New Delhi : India reported 42,909 new COVID-19 cases and 380 fatalities in the last 24 hours as the positivity rate of the infection escalated to 3.02% in the country, the union health ministry said on Monday.
The streak of daily positivity rate (2.41 per cent) was maintained below 3 per cent for the last 34 days, according to the official data.
The latest addition has pushed the cumulative case tally in the country to 3,27,35,939 whereas the death toll has climbed to 4,38,210 after 380 more people succumbed to the viral infection, according to the data.
The active caseload currently stands at 3,76,324 after reporting a rise of 7,766 cases in the last 24 hours, the figures showed.
The share of active cases has now risen to 1.13 per cent of the total COVID-19 cases, the ministry said.
Meanwhile, 34,763 more people recovered from the COVID-19 in the last 24 hours making the recovery count climb to 3,19,23,405. As per the data, the recovery rate is now 97.53 per cent The union ministry stated that the weekly positivity rate (2.41 per cent) has been under 3 per cent for 65 days running now.
A total of 52,01,46,525 samples were tested up to August 29, 2021, for COVID-19. Of these, 14,19,990 samples were tested on Sunday, according to the Indian Council of Medical Research (ICMR).
The country's vaccination coverage has surpassed the cumulative figure of 63.43 crores, the ministry informed.


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The same battery of tests was run on a grayscale (i.e. There are two cases: a corner (1x1) and an edge (2x1 or 1x2). However, I have not been able to find a reference for it yet. I know this dataset should be imbalanced (most loans are paid off), bu… Downsampling Seismograms¶ The following script shows how to downsample a seismogram. The following lines of code will read the point cloud data from disk. A common method is to choose the exemplar by picking among the most frequent pixels in a block, also known as finding the mode. Start Hunting! In Java the code is timestamp-(timestamp % interval_ms). casting a uint8 array to uint16). If x is a matrix, the function treats each column as a separate sequence. In the case that A, B, and C are all different, all PICKs will return zero. When the sampling rate gets too low, we are not able to capture the details in the image anymore. I will be updating this article soon with new results. In the interp2 command x has to be a row and y a column vector. Feb. 1, 2018: I discovered an error in the Python benchmarking code that caused the speeds of most algorithms to be underestimated by a factor of four. The number of iterations was increased to one thousand for this trial to allow the experiments to run for a roughly similar length of time to Trial 1. Let's start by defining those two new terms: Downsampling (in this context) means training on a disproportionately low subset of the majority class examples. steps are documented in trace.stats.processing of every single Trace. # automatically includes a lowpass filtering with corner frequency 20 Hz. However, the fastest bitwise operator based C implementation of quick_countless achieved 1.9 GPx/sec, and an if statement based implementation countless_if achieved 2.5 GPx/sec, meaning a single core could process about 9 2048x2048x64 blocks per second versus about 3 using counting. Here, majority class is to be under-sampled. Update Dec/2016: Fixed definitions of upsample and downsample. Course Outline Jeremy Maitin-Shepard at Google originally developed the Python code for striding and downsample_with_averaging for use with neuroglancer. Comparing countless, the fastest comprehensive variant of the algorithm with two other common approaches to downsampling, it comes out to be about 1.7x slower than averaging and 3.1x slower than max pooling. If the original data can be discarded after a, b, c, and d are generated, then only a threefold increase is required. The algorithm was described by Sveinn Steinarsson in his master thesis. Imbalanced datasets The metric trap Confusion matrix Resampling Random under-sampling Random over-sampling Python imbalanced-learn module Random under-sampling and over-sampling with imbalanced-learn Under-sampling: Tomek links Under-sampling: Cluster Centroids Over-sampling: SMOTE Over-sampling followed by under-sampling Recommended reading 7. These algorithms were also tested even though they are inappropriate for handling segmentation to provide a point of comparison for other image processing algorithms: The code used to test the algorithms can be found here. This trial is more similar than Trial 1 to measuring performance on a real world task, though we more commonly operate on uint16, uint32, and uint64 arrays than uint8. An easy way to do that is shown in the code below: I'm going to try to predict whether someone will default on or a creditor will have to charge off a loan, using data from Lending Club. In a way, if statement based COUNTLESS is a kind of pre-literate algorithm that would have been used if no one had ever learned how to count. The syntax of resample is fairly straightforward: I'll dive into what the arguments are and how to use them, but first here's a basic, out-of-the-box demonstration. Use the OpenCV functions pyrUp () and pyrDown () to downsample or upsample a given image. is applied prior to decimation in order to prevent aliasing. During this reduction, we are able to apply aggregations over data points. The key idea in image sub-sampling is to throw away every other row and column to create a half-size image. I used Python 3.6.2 with numpy-1.13.3 and clang-802.0.42 for the following experiments. Community Treasure Hunt. Numpy does not support logical OR, but it does support bitwise OR. An early demonstration suggests that 3D COUNTLESS may be as fast as about 4 Megavoxels/sec in Python/numpy, about 35x faster than 2D counting. We would like to thank our contributors, whose efforts make More info and original implementation can be found at this page.The code in pylttb is based on this implementation but structures computations a bit differently to leverage numpy 's array arithmetics. A time series is a series of data points indexed (or listed or graphed) in time order. Downsampling and Upweighting. Make learning your daily ritual. If not, try the following downsampling and upweighting technique. In a production image processing pipeline in Seung Lab, we often process blocks of 64 images of size 2048x2048 for downsampling. Chris Jordan provided the seed of the C implementation of counting and countless. For example, given a timestamp of 1388550980000, or 1/1/2014 04:36:20 UTC and an hourly interval that equates to 3600000 milliseconds, the resulting timestamp will be rounded to 1388548800000. Defaults to 8 for 'iir' and 20 times the downsampling factor for 'fir'. This is likely due to non-contiguous layout of the RGB channels in memory, and the grayscale benefits from this improvement in memory access efficiency. In the following text, capital letters A,B,C,D refer to a pixel location's non-zero value. Create a discrete-time sine wave with an angular frequency of rad/sample. quick_countless remained steady within the qualitative but not quantitatively measured margin of error. Dr. George Nagy suggested testing countless_if and testing the performance differential on homogenous and non-homogenous images. While the algorithm was developed for segmentation labels, ordinary photographs are included to demonstrate how the algorithms perform when the data aren't nicely uniform. If the case is 1(b), that means D is an acceptable solution. By the ObsPy In this tutorial, the signal is downsampled when the plot is adjusted through dragging and zooming. Downsampling a PointCloud using a VoxelGrid filter. After all, simple if statements beat them. Each pixel is an RGB triad that taken together represents a single unsigned integer. They have created and ... We have used similar Python code as we have used in upsampling while performing the downsampling. zero-phase type. Filed under Blog. It's clear that extending this approach requires a combinatorial explosion in the number of comparisons that need to be made. Unlike R, a -k index to an array does not delete the kth entry, but returns the kth entry from the end, so we need another way to efficiently drop one scalar or vector. Image sub-sampling. A standard Python/numpy implementation of COUNTLESS represents a large performance gain over a naïve implementation of the counting approach and is comparable in performance to averaging and max pooling, simple approaches heavily used in the image processing community. COUNTLESS does have two disadvantages. A 2x2 image can be summarized by its single most frequent pixel to achieve a 2x reduction on each side. So, assuming we have a sample image, I, and an output image buffer, J, we can create our new, downsampled image in J using the following pseudo-code: Bootstrap and It can be found on Github. Currently, a simple integer decimation is supported. However, we must still deal with odd images, where the edge is not perfectly covered by a 2x2 block. The original image, a, b, c, d, and the results of intermediate operations, and the final result must be retained while the algorithm runs resulting in at least a fourfold memory increase whereas counting need only store a small constant number of integers more than the original data. This turns zeros into ones and makes the algorithm work correctly, but it causes an overflow for the maximum valued integer (255 for uint8s, 65,535 for uint16, et cetera). An effective way to handle imbalanced data is to downsample and upweight the majority class. # Now let's plot the raw and filtered data... German Science Foundation (DFG) via grant DFG IG 16/9-1. the non-decimated but filtered data is plotted as well. Python is a great language for doing data analysis, primarily because of the fantastic ecosystem of data-centric python packages. Bitwise COUNTLESS might also be worthwhile in MATLAB, Octave, R, and Julia, though Julia is a compiled language. Keywords: matplotlib code example, codex, python plot, pyplot Gallery generated by Sphinx-Gallery process of increasing or decreasing the frequency of the time series data using interpolation schemes or by applying statistical methods Selective downsampling. Python3 is also faster than Python2. PICK(X,Y) (denoted XY) interactions between A, B, and C, MODE(A,B,C,D) := PICK(A,B) || PICK(B,C) || PICK(A,C) || D EQN. Since counting and countless_if were already known to be slow, for convenience they were measured at five iterations which still resulted in substantial wall clock time. This can be avoided by manually applying a zero-phase filter The COUNTLESS algorithm allows for the rapid generation of 2x downsamples of segmentations based on the most frequent value. Thus, downsampling categorical labels consists of defining windows on an image and selecting an exemplar from that block. The full code is available on GitHub. The algebraic simplification accounts for a gain of 14.9% between simplest_countless and quick_countless, and 16.2% between countless and zero_corrected_countless. For example, (R,G,B): (15, 1, 0) represents 271 (15 + 1 * 256). Code Issues Pull requests The given python code gives the data modeling and consists the following methods used: 1) Up sampling 2) Down sampling 3) Gridsearch for the selection of optimal combination of parameters 4) Application of Random Forest classifier 5) … While working on classification problem have you ever come across a bias dataset which contains most samples of a particular class. and deactivating automatic filtering during downsampling (no_filter=True). I'll start by importing some modules and loading the data. The bitwise variant seems particularly well suited to GPU implementation, where if statements are very costly. Python Image.BICUBIC Examples The following are 8 code examples for showing how to use Image.BICUBIC(). Code . The code used for testing this pipeline can be found on github. Feb. 14, 2018: Updated charts and text with updated benchmark of Python code now using Python3.6.2. The following lines of code will read the point cloud data from disk. Several people contributed helpful advice and assistance in developing COUNTLESS. One last thing, we've added a few operations to account for the zero label, but that hurts performance. The target variable is bad_loans, which is 1 if the loan was charged off or the lessee defaulted, and 0 otherwise. and documentation, and by testing. Let's get started. Step 2: Then, n instances of the majority class that have the smallest distances to those in the minority class are selected. There will be more experiments to come. Undersampling is the process where you randomly delete some of the observations from the majority class in order to match the numbers with the minority class. We can simplify that multiplication to remove an operation. Dr. Aleks Zlateski contributed a Knight's Landing SIMD version after this article was published. There are several potentially fruitful directions in which to extend the COUNTLESS algorithm. the shift that is introduced because by default the applied filters are not of "https://examples.obspy.org/RJOB_061005_072159.ehz.new". countless_if fell 617 MPx/sec (~20%). These examples are extracted from open source projects. An effective way to handle imbalanced data is to downsample and upweight the majority class. July 9, 2018: Found a way to eliminate variable bc and reuse ab_ac for a small speedup (~2%?). single channel) version of the Trial 1 image. It turns out that these operations are not lossless. Currently, a simple Downsampling is a mechanism that reduces the count of training samples falling under the majority class. Code. Next, we begin computing the result using COUNTLESS. Various versions of the countless algorithm clock in across a wide range from 986 kPx/sec to 38.59 MPx/sec, beating counting handily. However, it seems that at least in C, the cleverness associated with bitwise operators might not be so useful. In downsampling, we decrease the date-time frequency of the given sample. Special thanks to Seung Lab for providing neural segmentation labels. Let's understand a Python script in detail. With respect to random images, looking back to case 1(e), we'll always pick the bottom right corner which on random or pathological data could cause the same diagonal shifting effect as naïve striding. COUNTLESS has benefits in a C implementation. For comparison, the non-decimated but … Download Jupyter notebook: resample.ipynb. If the matching pixels are zeros, we'll choose D by accident as the result will look the same as the last row in Table 1. Downsampling works well where the original image is smooth. On current hardware, this method is feasible up to uint64. Resampling is necessary when you're given a data set recorded in some time interval and you want to change the time interval to something else. In this tutorial, the signal is downsampled when the plot is adjusted through dragging and zooming. integer decimation is supported. While the circumstances would have to be fairly special for this to be practical, it seems possible to speed up the C implementation of bitwise COUNTLESS considerably with vectorized instructions if the input were rearranged using a Z-order curve. 1- Resampling (Oversampling and Undersampling): This is as intuitive as it sounds. What is the effect of a three channel memory layout on algorithm performance? The downsampling of a set of segmentation labels must contain actual pixel values from the input image as the labels are categorical and blending the label is nonsensical. As expected, the C code beat Python by between about 2.9x for quick_countless to 1025x for countless_if on the MPx/sec measure. 7. After filtering the input signal, I see that FFT of the input signal and filtered signal are the almost same at the frequencies below the cut-off frequency (that it is good). It's possible this image processing algorithm has been invented before, and the underlying math has almost certainly been used in other contexts like pure math. This is a surprisingly common problem in machine learning (specifically in classification), occurring in datasets with a … Increasing the size of the image is called upsampling, and reducing the size of an image is called downsampling. It should be noted that countless_if also requires only a few integers as well. maintained this product, its associated libraries and By removing the collected data, we tend to lose so much valuable information. Various versions of the countless algorithm clock in across a wide range from 2.4 MPx/sec to 594.7 MPx/sec, beating the counting algorithm handily. Moreover, I think it is necessary to have such a high sampling frequency (in one setting the maximal frequency of the signal is 100 Hz, in other setting it is unknown, but I assume it is waaaay smaller than 50 kHz.) As it helps to even up the counts of target categories. Mirroring a corner will generate case 1(a), which will lead to that same pixel being drawn. We define the comparison operator PICK(A,B) that generates either a real pixel value or zero. The first being that while it can be used recursively, only the first iteration is guaranteed to be a mode of the original image. While it wasn't surprising to see quick_countless gain a large speed boost from C implementation, the dramatic gains in countless_if were impressive such that it became the winner at 3.12 GPx/sec. For comparison, Thu 04 October 2012 . Edit Feb. 20, 2018: The COUNTLESS 3D article is now out. We can recover some of it by noticing that ab and ac both multiply by a. This means the algorithm will fail if your labels include 2⁶⁴-1 which is about 1.84 x 10¹⁹. ... GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together.
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Gone are the previous days of the Objective†paragraph on the top of a resume. Key phrases are specific statements or required abilities taken from the job advert. To add a abstract statement to your resume, you'll create a summary section in your resume document, listing at the least three key expertise or accomplishments, and write one or two sentences. As an example: If a company lists a loss on a set asset impairment line in their earnings assertion, the notes may state the explanation for the impairment by describing how the asset became impaired.
In complete, your professional abstract includes 12-16 phrases unfold across three to 4 strains. Analysis the vital skills of your target trade and think from the hiring manager's perspective. Objective: To boost my instructional and professional skills in a secure and dynamic office. This resource covers three varieties of efficient book stories: Plot summaries, character analyses, and theme analyses, and options many specific examples of the right way to construction each.
By writing your resume private assertion final, it should be easier to get started after getting the correct inspiration. Summary statements are by far the extra most well-liked approach to introduce a resume and typically taken extra critically than the more conventional objective assertion. There is nonetheless some disagreement amongst profession consultants and hiring managers about whether job seekers should use first or third person when writing a resume.
A resume summary needs to be tailor-made for every job application. A resume summary is a brief description of the job title which is you in search of. If your assignment asks you to evaluation just one ebook and not to use outside sources, your introduction will deal with identifying the creator, the title, the primary matter or difficulty offered within the e book, and the writer's objective in writing the ebook.
A personal profile, in any other case generally known as a private statement, CV profile or perhaps even a profession purpose, is basically the blurb of your career portfolio. However faculty-stage papers require that you need to write a e-book abstract and provide critical evaluation or evaluation of the text. The resume abstract also needs to be a mirrored image of what is included within the job posts, what the employer is looking for.
Now the main focus is on using a profession abstract to assist with your entry-level job search. Discover ways to write a powerful resume abstract assertion that will get you the job interview. You may carry out the method of writing, reviewing, modifying and rewriting several occasions earlier than you're completely satisfied with your guide. Using personalised keywords corresponding to I†or me†degrades your skilled stage within the eyes of the manager.
Basically, the summary solutions the question, Why should your company rent me?†A properly crafted summary might help build your model with prospective employers. A person requesting an Identity History Summary or proof that a abstract doesn't exist via FBI-accredited Channelers should contact the Channeler straight for complete info and instructions.
Should you only have time to read one article on marketing, make it 1,000 True Followers by Kevin Kelly, founding editor of Wired Magazine. Users are prompted to create a profile detailing their career experience, education, and any related skills or volunteer actions. A summary statement opens your resume and it's a concise outline of your values, skills, and experiences such that the prospective employer has a psychological image of who you might be and what you're bringing to the desk, with no need to peruse the entire document.
An goal focuses in your professional needs and your profession goals. The below information from the best resume author will help your abstract shine. An exploitable denial-of-service vulnerability exists in ServiceAgent functionality of the Moxa AWK-3131A, firmware version 1.thirteen. A specifically crafted packet can cause an integer underflow, triggering a large memcpy that may access unmapped or out-of-bounds memory.
Not solely will they naturally order your resume summary into clearly delineated logical components, they may also make it look good and skim well. At first of writing a novel, determine each primary character's foremost targets. Also coming with 2 years customer service experience and GED. Click beneath for Skillings' three steps for writing an effective opening statement, phrases and phrasing to include – and avoid – and extra.
Write down a summary of important information, like title, creator, copyright date, sort of e book, price, subject material of the guide, and special features. It's due to this fact necessary to learn to make an efficient abstract assertion to your name heart resume, and that's what this post will provide help to to achieve. It's attainable so as to add those one or two sentences out of your profession goal directly to the end part of your career summary should you're looking to save house.
Your readers need to find out about you, but it's the backstory and vivid details that make for a powerful memoir. Write your abstract of qualifications in 7 steps and get extra interviews now. An amazing title is vital in getting potential readers to connect together with your ebook. If you happen to can create a robust hook, interesting characters or thoughtful insight to attract within the reader, that's sufficient.
Basically, no matter grade stage, a e book report will embrace an introductory paragraph that shares the title of the guide and its author. A cliche, a redundancy, a hackneyed phrase comes tumbling out of my keyboard, and I start questioning whether or not I've forgotten to interact the reader's senses or aimed for his emotions. And sure, this means that you could be have to tweak your abstract statement for every resume you ship, or at the very least for sure classes of jobs.
This vulnerability allows customers stories of alice in wonderland to embed arbitrary JavaScript code in the Internet UI thus altering the intended functionality doubtlessly leading to credentials disclosure within a trusted session. Managing your writing time additionally means saying no to other actions and ideas—in the event that they take you away from the blank web page. Most individuals can start a brief story or a novel.
Give enough time to revising and enhancing, and your published book report might be that significantly better. A writer shared this sentiment with me a number of weeks ago. If this is for a school project or ebook club, start reading as soon as the ebook is assigned. The utilization of onerous-coded cryptographic keys within the ServiceAgent binary permits for the decryption of captured visitors throughout the community from or to the Moxa AWK-3131A firmware version 1.13.
The same old writerly causes: again then, if you happen to have been caught writing in a pub in England, you can get your head kicked in, whereas in Paris, dans les cafés Since then I've developed an aversion to writing in public. Versus an objective statement, which appears to the longer term (Looking for a job as a developerâ€), a summary statement opinions your past expertise and accomplishments, linking your entire expertise in numerous fields to your base of core transferable expertise, and demonstrates how one can convey these to an employer.
Upper management candidates with a long work history spanning totally different industries and job titles want a resume executive summary. Let's reply the most typical resume abstract questions that job seekers ask. Because your skills and expertise are summarized, the hiring manager can rapidly resolve whether you have to be positioned on the interview pile.
Your resume will stand out even more whenever you customize it to the job listing and the hiring company. Promoted to positions of increased responsibility given robust people and venture administration abilities. Since you nonetheless have to launch your e-book in a method that sets it up for success; in a approach that maximizes your readers, your earnings, and your affect.
Normally the corporate's chief government will write a letter to shareholders, describing management's efficiency and the company's monetary highlights. It should describe your greatest attributes and accomplishments in just a few lines, and basically give the hiring manager a quick have a look at why your resume is price their time. When followers tell me they have been moved by one in every of my books, I feel back to this adage and am grateful I maintained that posture in the course of the writing.
However, resume abstract statements should not all the time superb for job seekers with little experience or notable gaps of their resume. Particular expertise of creating value saving practices, finances management and forecasting throughout the retail and utilities sectors. Proven resume summary examples professional summary examples that will get you interviews.
However as kids progress via higher elementary, center, and highschool, they're expected to jot down e book stories independently. It is also the rationale why most writers can't effectively write a memoir immediately after their life-changing experience; they want the passage of time to reflect on what that experience meant to them. Writers will be stigmatized by mentors, manuscript reviewers or journal editors if they use their own voice.
The abstract statement on a resume is typically 3-5 lines, in paragraph or bullet point format , used to introduce you because the candidate to your reader. When college students develop strong primary abilities, they'll succeed at any writing assignment, including a e-book report. Language is certainly a posh factor to add, however the most relevant language proficiency expertise to add can be: reading, writing, speaking and understanding.
Skilled abstract is taken into account as an introduction of your CV to reader and should appear directly under contact data at the top of the resume. Your resume abstract assertion needs to think about what it's the employer is interested by figuring out about you. If you want to write a guide readers enjoy, invest more than simply time in your book.
University of Toronto; Reading a Ebook to Evaluation It The Writer's Handbook. An exploitable privilege escalation vulnerability exists in the iw_console performance of the Moxa AWK-3131A firmware model 1.thirteen. A specifically crafted menu selection string can cause an escape from the restricted console, leading to system access as the foundation person. Should you preferred this text, you'll love our useful guide to studying higher.
A vulnerability in the CLI of Cisco FXOS Software and Cisco UCS Manager Software program might enable an authenticated, native attacker to execute arbitrary instructions on the underlying working system (OS). Coming with honed abilities in Advertising and marketing Administration and 3 years insurance coverage gross sales and customer assist experience. Put your principal focus on skills specific to the job being provided by adding a further abilities section (Areas of Expertiseâ€) to highlight delicate expertise from earlier jobs that will transfer effectively to the new place.
Finally, and as soon as and for all, in the event you're still together with your profession targets in your resume, it is time to let go. Exchange it with a press release of skills. Do not forget that an essay that argues (slightly than simply describes) uses abstract only sparingly, to remind readers periodically of crucial factors. Read on for our essential tips about the right way to write an attractive e-book evaluation.
Typically, these books sell at the least 5 copies per day, meaning they're in style with readers and earn a return for the author. This is essential given that the majority hiring managers solely take just a few seconds to rapidly scan resumes. Desirous of a Call Center place with Manpower, to apply strong medical background and strong healthcare customer support experience.
By writing your resume private statement last, it must be simpler to get started once you have the proper inspiration. Abstract statements are by far the more most popular option to introduce a resume and sometimes taken extra seriously than the extra conventional objective assertion. There is still some disagreement amongst profession specialists and hiring managers about whether job seekers should use first or third person when writing a resume.
Read on to find out about resume aims, why they are essential and methods to distinguish your resume goal from hundreds of other job seekers. Though a few of your readers will read your put up and know exactly what they need to do, however it's extra seemingly they're going to need somewhat path and encouragement from you. To find employment in a Call Center place, to use distinctive promoting expertise and product data, and nice communication abilities to achieve and enhance on customer satisfaction and successful product gross sales.
Get peer suggestions from different author's totally free in our critique forum, or work with a writing coach who will guide you as you resolve any patches or holes in your plot. When you've got relevant work expertise, hold your summary super brief. A summary assertion could be a highly effective branding tool the helps ship the message that you're the right one for the job.
In the meantime, summary statements point out your strong-gold expertise in a related subject that a future employer would discover arduous to move up. Take the assistance of this professionally designed career profile summary PowerPoint structure and illustrate your core competencies and future business objectives. This instance works as a result of it's succinct, tells employers about a number of remarkable profession achievements, details the talents you'll be able to carry to the new position and mentions briefly your work-related ambitions.
Tip: In case you have any continuing schooling programs or experience related to the job being offered, include them as well. Resume abstract is a short transient about your self, experiences and abilities which might be written on the prime and after the contact data. Purdue College; Writing Book Reviews Writing Tutorial Companies, Center for Progressive Instructing and Studying.
In sure spots within the story, and in the whole ending section (of the guide, not the film), questions are requested, equivalent to, Why would people spend a lot time and money attempting to save the life of one individual?†and What's the value of a single human life?†The themes of the ebook are introduced out by the characters and the voice of the protagonist in narrative.
Even experienced professional writers who completed a e-book that ended up covered within the pink pen of an editor or numerous crimson adjustments in a doc, similar to the one pictured under. A career abstract, nonetheless, is extra sensible in that it tells a hiring manager about your skilled skills and background. If you happen to're like me, Goal Statements strike you as a little bit…dumb.
OnCommand Cloud Supervisor versions prior to three.eight.zero are susceptible to arbitrary code execution by remote attackers. Enterprise development rep with 3 yrs of strong gross sales experience. While it represents only 10% of the house on your resume, the professional abstract must be where you spend a 3rd or more of your resume writing time. When academics write "too much abstract—extra evaluation wanted" in the margin, usually they mean that the essay reports what you have studied slightly than argues something about it. Two linked issues give rise to this case.
While you certainly don't want to simply regurgitate the job posting's necessities in your abstract, you must try to incorporate the terms used in that posting as you describe your individual skills. When you meet the criteria for variety of years of labor experience mentioned in the job description, it is best to add that data in the abstract.
As a substitute of past achievements and experiences, it highlights your transferrable expertise and motivation. If there is one part in your resume that has the utmost impact in your probabilities of landing your dream job, it is this one – Resume Summary. The best way to start your resume is by using a abstract statement. For college kids with little or no related work experience it can be tough attempting to get a job.
Be sure to tie in your abilities with what you consider the corporate needs, specific to the job description. A career summary is extra sensible than a resume objective. A good writing behavior ensures that you simply put aside a time each day for your guide. Sale Sales Supervisor Resume Sample. To do this, it's best to write a resume summary that accommodates between 4 and six lines of text that spotlight key points that will invite further reading.
On the technical side, the skills abstract creates another house on your resume to fit in vital applicant monitoring system (ATS) targeted keywords and impress the company's robotic guardian. When you've got multiple concepts for how your e book should end, go for the heart relatively than the head, even in nonfiction. A job search — particularly your first one — might be tough work, wading through the unfamiliar waters of resume writing and job search sites, plus intuiting exactly what a possible employer needs while sidestepping interview landmines.
Customize your goal statement for the place. A resume goal will help a recruiter understand how your career targets as a brand new grad align with the open role. Only embody it as part of your expertise — right alongside together with your paid jobs — if it's relevant. An attacker can send authenticated SNMP requests to trigger this vulnerability. Current processing time for Id History Summary requests submitted electronically is estimated to be three to five business days upon receipt of the fingerprint card.


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Lost In Random lies among the more unique experiences I've recently encountered. Picture a Tim Burton-esque fairy tale mixed with a deck-builder, and you've got the right idea. Previously bringing us Fe, developers Zoinks now return with a new EA Originals entry, taking players to the tabletop-themed Kingdom of Random for a gothic 3D action-adventure.
Launching later this month on PC and all major consoles, I was invited to a preview presentation, hosted by Zoink's Head of Development (Klaus Lyngeled) and Creative Director (Olov Redmalm) respectively. Calling it "most ambitious project we've ever done", that included a hands-on session with an early access PC build. Covering the opening 2-4 hours, it certainly looks promising.
Read More: Upcoming Games Events In 2021 - Gamescom, EGX, Tokyo Game Show, And More: Dates, Times, Presentations, And Everything You Need To Know
Once Upon A Time
Comprised of six different realms, the Kingdom of Random is a shadow of its former self, ruled under the oppressive thumb of a wicked Queen. Having banished dice from the public, our cold-hearted Queen is the last dice-wielder across this macabre world and upon reaching 12 years old, she rolls her D6 to determine your destiny. Placing you in the slums of Onecroft, the Queen's palace as a Sixer or everywhere else in between, your life's decided by that fateful D6.
We play as Even, a young child living with her family in Onecroft. Cruelly separated from her sister, who's sentenced to become a Sixer, she begins experiencing strange dreams a year after their separation, believing Odd is calling out to her. Soon enough, Even plots her escape from the town, evading detection and conversing with its strange inhabitants, though these chats dragged on a bit. In many ways, Onecroft's your standard tutorial setting before reaching Two-Town, which was also available in this preview, but it set the tone nicely for this macabre world.
There's a strong narrative focus and Zoink confirmed Lost In Random only features one ending, so don't worry about hitting set criteria. Alongside collectible storybook pages, which tell a tale of the Kingdom's history, you've also got numerous side quests, often involving simpler matters like finding potion ingredients or trading secrets. Ultimately, we're told it'll take around 12-16 hours to complete, depending on how thorough you are.
The Dex Of Many Things
Soon enough, you'll meet a D6 called Dicey, who becomes Even's companion. He can be used for puzzle solving, like standing on two switches to open doors, but combat is his main calling and this is where gameplay get interesting. For a game that takes influence from deck-builders, it may surprise you that fights involve real-time action. So, how does this work? Before battle, Even can hold a deck of up to 15 cards, which come in five varieties: weapon, damage, defence, hazard, and cheat.
To use them, you'll need to collect dice shards to fill up a dice meter. When that's filled, Even can throw Dicey, entering the "dicemension" where time freezes to choose a card. Did I mention dice are involved? Anyway. Each enemy has blue crystals across their body, which you can hit with a slingshot to fill that meter and depending on how dicey lands (he won't have all his pips for higher numbers, at first), that'll determine how many card tokens you get. Each card has a token cost, so spend wisely.
As for your combat style, that's entirely dependent on your chosen deck, which is understandably limited at first. So, if you prefer melee combat, you can summon a sword, alongside bombs for area of effect damage, crossbows for long-range and, if Even's looking rough, status-restorers like Health Elixirs. Soon enough, we'll encounter a card merchant, Mannie Dex, who provides a binder to set up multiple decks, alongside new cards in exchange for coins. If you're short on cash, you can earn more by defeating enemies, alongside smashing blue pots with your slingshot.
Strong Odds
Mostly, Lost in Random nails this approach and NPC conversations aside, I found little to fault. While restrictive at first, combat's customisability was really enjoyable, offering the benefits of deck-building games but forgoing that turn-based nature of the tabletops which inspired it, allowing faster paced battles. By relying on Dicey's rolls, obtaining tokens can be a lottery which may potentially frustrate later in the game, but for now, there's much to enjoy.
If you're finding the game tough, there's also an easier "story mode" for accessibility, letting you enjoy this tale if you're not seeking a challenge. Better yet, that's changeable at any point, so you're not stuck with that decision. Overall, Lost In Random's shaping up nicely, implementing some entertaining, excellent gothic visuals with a fitting soundtrack and an intriguing story. We've not got long to find out whether it'll carry that momentum, and I look forward to seeing the finished product.
Previewed on PC using these specs, played with an Xbox Series controller.


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STAFFORD -- — Juanita Scism isn't your typical librarian. She has strong opinions and says them with a loud voice.
She doesn't look like a librarian either, wearing a turquoise blouse and a thick silver necklace with matching dangling earrings.
"Some people call me eccentric," she said, her voice echoing through aisles of books.
She is at ease at the library's tiny front desk. Her presence gives energy to the 1879 Victorian house that's home for the library. She rolls her hand over the row of cards on the desk, each one representing a book -- or perhaps a video -- circulating in Stafford.
"You can build all the fancy buildings you want, but people still want their books," she said.
Like the library, Scism has been a constant since she started working there in 1969.
At 65, Scism is retiring from the library after 28 years of preserving and recommending books and calculating late fees. The library staff hosted an open house Thursday afternoon, in honor of Scism's retirement.
Librarians such as Scism are a fading breed. Scism reminisces about the days when people mostly read books, not computer screens -- and read for the sheer joy of learning, not just to quickly gather information.
"It's either get with the new things or fade into the sunset," she said.
The library still uses the card catalog to look up the classics as well as the latest Anne Rice thriller; due dates are still stamped on book slips. As a school board member and an assistant librarian, Scism sees children come to the library and head straight for its one computer terminal, ignoring the library's 33,000-piece collection.
She's not against computers. She said she wants young people to use them to enhance what they know, but she sees an increasing reliance on them. She compares computers and the Internet to instant coffee: It's fast, but it just doesn't taste as good as the real thing.
Some people consider her opposed to technology, but this is just one of her many opinions. Her enthusiasm in giving her opinion has rubbed people the wrong way on occasion -- even in the library.
"She's not a pussy cat," said Paul Chuck, a library patron from just over the border in Willington. He's known Scism for about seven years and admires her spunk. "She isn't afraid to speak her mind in a room full of tough guys."
Scism could have taken a job in social work after she received a degree in sociology from Eastern Connecticut State University, but she chose to continue working at the library. "Small libraries are intimate," she said.
"Juanita has been a strong advocate for public library services," said Cheryl Wakely, interim director of the library. "She will be missed for her familiarity with the library's collection. Her knowledge, together with her outgoing personality, benefited patrons looking for assistance in selecting reading materials and movies."
First Selectman John Julian can't imagine his neighbor moving far. Julian said Scism is an interesting person with lots of good ideas. He said he was glad to have her input.
But for Scism, it's time to slow the pace and there is nothing tying her to Stafford. Her husband, James, died four years ago and her two daughters are grown -- one living in Torrington and the other in Atlanta. She plans to build a small cabin with a loft on a piece of property she owns in Vermont, do some volunteer work and read books.
"I'll always haunt the public libraries."


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OLIVIA, MINN. -- Mariah Lundstrum is 17 and had never hunted anything before last week. ¶ The Bird Island, Minn., high schooler had shot at targets with an air rifle in 4-H but said she wanted to try hunting. ¶ Like many youths, she wasn't sure how to go about it.
"I wanted to hunt, but had no one to go with," she said.
Her dad contacted his friend Tom Kalahar in neighboring Olivia, Minn. Kalahar is a die-hard hunter of deer, turkeys and birds.
"I told her I'd be happy to take her hunting," he said.
So Mariah, with a new shotgun she had fired "maybe five times," huddled with Kalahar on the edge of a harvested wheat field on the Minnesota dove season opener last Wednesday.
In the field, along with freshly applied aromatic pig manure, was a dove "tree" Kalahar built from dowels. On it he placed several plastic dove decoys, topped with a battery-powered spinning-winged decoy, all designed to attract doves.
"Here comes some," Kalahar said, still 20 minutes for sunrise.
Mariah fired but missed. Kalahar shot twice and missed, too. Her first lesson: "You can't get 'em all," Kalahar said.
She learned that dove hunting requires quick reactions and precise hand-eye coordination. Anything less, and you just shoot holes in the sky.
Not many doves flew, and Mariah didn't shoot one. Neither did I.
• • •
A swarm of mosquitoes descended on me and my yellow lab as we hunkered in tall, wet grass in a roadside ditch at dawn.
It was hot and humid, and the mosquitoes were drawing first blood. But doves -- lots of them -- soon filled the sky, winging into the 35-acre cut wheat field to feed. Five of us, scattered along the roadside ditch or in tall grass alongside a drainage ditch, tried to intercept them.
The pop, pop, pop of shotgun blasts shattered the dawn silence.
Most of the doves came in twos or threes, but sometimes flocks of eight or 10 flew in, bobbing and weaving as if their gyroscopes were faulty. I fired and missed at one, then fired again at another and connected. My dog scampered out for the retrieve as more gunshots rang out nearby.
Between the doves, mosquitoes and numerous swallows that joined in the aerial show, it was chaos.
But the doves kept coming. Several of us bagged our 15-bird limits.
"That was unbelievable," said Greg Larson, 59, of Woodbury.
• • •
Two days after Mariah's first dove outing, she was back on the edge of a field with Kalahar.
This time the sky was filled with doves. Before the sun rose, she swung her shotgun at a dove and fired, dropping her first game bird ever.
"All right, Mariah! You got one!" Kalahar screamed, high-fiving the teenager as his chocolate lab raced to retrieve the bird.
She grinned.
Then, remarkably, she shot another dove. And another. And another.
More grins.
Someone forgot to tell her that shooting erratic-flying doves on the wing is difficult for experienced hunters -- and should be next to impossible for a novice.
"It was harder than I thought at first, but then it got easier," she said later.
And what about dove hunting?
"I liked it. It was fun," she said.
Now she plans to hunt pheasants, waterfowl and deer this fall.
"She has a lot of determination,'' said her dad, Lyle. "When she wants to do something, she does it."
Doug Smith • email@example.com


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Hyderabad: Bang opposite to the Mannanur check post on your way to the Amrabad Tiger Reserve, is a dingy room- only accessible to the forest officials.
Little known to the villagers that the room is actually one of the few laboratories in Telangana researching the food and eating habits of forest animals. The results of the ongoing study will reflect not just the health aspect of the animals but an alarm in case of the spread of disease.
The Amrabad Tiger Reserve (ATR) has started conducting scat analysis to understand and monitor the food and feeding habits of the animals in the forests of Amrabad. For this, they are collecting fecal samples from the forest and sending them for testing at the biological lab in the Mannannur range.
The Amrabad Tiger Reserve (ATR) which is part of the Nallamala Forest track has rich Biological Diversity with several endemic species of flora and fauna. Amrabad Tiger Reserve is home to the largest number of Tigers in Telangana State. The hilly terrain of this Tiger Reserve with deep valleys and gorges forms the catchment of the Krishna River.
A total of 79 fecal samples collected from 15 host species were tested. The fecal samples of sloth bear, dhole, sambar deer, leopard, peacock, nilgai, civet, four-horned antelope, jungle cat, rhesus macaque, tiger, wild pig, black-naped hare, cattle, and common langur were collected for the study. The maximum number of samples was collected from sloth bears (26), 15 from dhole, and eight from sambar deer.
A high level of parasite prevalence was found among 15 animals. The sloth bear was identified as the most affected with the maximum prevalence of parasites, i.e.; 0.5%. Out of the 26 fecal samples collected from sloth bears, 13 were recorded positive. Out of the eight samples of sambar deer, five tested positive. A total of six gastrointestinal parasites were found in the 79 fecal samples of 15 host species.
Wildlife disease and parasites have received very little research attention in India. Epidemics such as foot and mouth disease and rinderpest have wiped out large populations of ungulates. The incidence of parasites, pathogens, and epidemics among the smaller mammals has been very little researched, even less with reference to habitat degradation. There are, nonetheless, reasons to hypothesize that parasites could significantly affect the survival of the many endangered and endemic species.
"At a larger level, the study aims to assess the role of these gastrointestinal parasites and pathogens in the survival of endangered and near-threatened species in the Amrabad Tiger Reserve. Wildlife species identification based on hair characteristics has also been widely used in biological science for studying food habits and prey-predator relationships and to identify mammals inhibiting areas. Through the scat analysis, the Amrabad Tiger Reserve is also identifying carnivore diet patterns to understand the prey-predator chains in the forest, Wildlife biologist Mahender Reddy told NewsMeter.
ATR is one of the largest tiger reserves in India that extends about 2611.4 Sq Km over Nagarkurnool and Nalgonda districts of Telangana State Amrabad Tiger Reserve a well-known and well-preserved nature reserve in Nallamala Hills, part of the Eastern Ghats chain.
Speaking to Newsmeter IFS officer Rohith Gopidi, said: "The research is still in its initial stages, the number of samples is currently low and we are still to come to a robust conclusion. A wide-scale of research over a period of one year needs to be done to understand what the animals are feeding on. Our wildlife biologist Mahender Reddy, who has worked with CCMB earlier, is a valuable resource".
"The SCAT analysis derives the most preferred prey species in a certain region. When we do SCAT—we know what the tiger is feeding on, and X number of animals are in the forest. It also tells us if the Tiger is feeding on wild boar, Sambar deer, or spotted dear. Also does Leopard hunt for sambar this is called 'Scientific Wild Life Management'. The lab will have data on animal eating behavior, chances of disease are more".
The team is also keeping track of the Tiger moment in the man-animal conflict area. For example, in the case of a Tiger attacking a human, the scat will reveal if the Tiger feeds on human flesh, its guts will reveal his prey.
This is the second-largest Tiger Reserve in terms of core area but the sixth-largest tiger reserve in terms of total area among 51 Tiger Reserves in India.
The reserve was notified as a sanctuary in the year 1983 and after the bifurcation of Telugu States in 2014, it was declared as Amarabad Tiger Reserve.
It lies in the three forest divisions of Amarabad, Achampet in Nagarkurnool district, and Nagarjunsagar division in Nalgonda district. Major reservoirs like the Srishailam Dam and Nagarjunsagar Dam are fed by the river Krishna and its several perennial streams that originate in the Tiger Reserve. The distance between Hyderabad to Amrabad Tiger Reserve is 140km.


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Updated: January 5, 2022 2:36 AM
I got my booster shot today, Moderna. No problems except soreness at the injection site. | Symptoms: Soreness See Less
#covid19vaccine #modernacovid19vaccine #moderna #vaccine #covid19boostershot #pennsylvania #unitedstates
Pfizer vaccine booster, Nampa, ID, USA
1 year ago
I decided on Pfizer vs Moderna for my booster shot because of lower dose and less reported side effects. After the shot at 2pm, I got a sore arm after a few hours. Next day I had a fever around 100 and felt puny for the rest... See More of the day and went to bed. Next day I had no fever but felt below par in the morning and better as the day went by. Arm less sore 48 hours after shot but not back to normal just yet. | Symptoms: Fever, Soreness See Less
#coronaviruscovid19 #pfizer #vaccine #covid19vaccine #pfizercovid19vaccine #nampa #idaho #unitedstates
Covid 19 vaccine, Creswell, OR, USA
1 year ago
Our family is fully vaccinated with moderna. It has worked very well for us and we are grateful for the vaccine. See Less
I had Johnson & Johnson back in April 2020, had awful reaction to it felt like my whole body was on fire, but it passed in 24 hours. I'm pretty sure I got covid in August, even though the tests I took were negative. I was diagnosed... See More with 'unidentified upper respiratory tract infection' sore throat, scratchy cough and malaise for weeks. Seeing as J&J is not getting a great rap, and there is no booster, i switched to Moderana - just had my first shot. They said I do not need a follow up - not sure why. Anyway zero side effects from Moderna.. So far so good. Female, 30's no prexisting conditions. See Less
#featuredcovid19vaccinereports #coronaviruscovid19 #covid19vaccine #modernacovid19vaccine #moderna #vaccine #austin #texas #unitedstates
My daughter and I had our Pfizer booster shot. We both had sore arms. We both had a mild upset stomach that only lasted a day. We're both happy that we were able to get our boosters. | Symptoms: Other See Less
#featuredcovid19vaccinereports #pfizer #covid19vaccine #pfizercovid19vaccine #vaccine #covid19boostershot #pasadena #california #unitedstates
After I got my first Moderna Vaccine I experienced total extreme body aches.. I took an extra two months to get the second one.. after the second one my arm is very sore and have limited mobility on my arm.. still very painful, am not able to... See More sleep on it to this day.. it's been 4 months.. horrible pain.. going to therapy but not improving.. pain is getting more severe and intense.. Doctors are clueless and not able to help.. have been on ibuprofen 800 for 4 months non stop.. I will not go get the booster shot. | Symptoms: Soreness, Body Ache See Less
#modernacovid19vaccine #covid19boostershot #moderna #vaccine #covid19vaccine #sandiego #california #unitedstates
anonymous2674I wish people would stop putting this poison in their bodies!!!
KswashbuI wish people would quit spreading COVID and carelessly killing people.
n........eI hope you survive. My neighbor died 5 months after his Moderna injection. Heart attack. He had no previous conditions.
Pfizer booster , San Mateo, CA, USA
1 year ago
On Saturday November 20th, five family members got Pfizer booster vaccine. 24 Hours later one of them a 54 year old male had no symptoms. One male 26 got ver sick, vomiting, fever, muscle aches and a mouth gland very swollen, till now he has fever. A... See More 26 year old female also fever, vomiting, tight muscle chest and body aches, also swollen gland under vaccinated arm, she still feeling sick. A 33 year old also same symptoms as the female 26 year old. And me 52 years old only body and headache, and feeling better today. How long will this side effect last? I am so worried! | Symptoms: Fever, Vomiting, Headache, Body Ache, Swelling See Less
#coronaviruscovid19 #pfizer #covid19vaccine #pfizercovid19vaccine #vaccine #sanmateo #california #unitedstates
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bmg43I understand it's quite common for individuals who are in their '20's, '30's and '40's to experience more intense symptoms to the COVID vaccines due to their younger immune systems reacting to the shots. Older people more often just experience a brief soreness at the injection site and nothing more.
anonymous2538This is totally normal. Vaccines produce an immune response. Immune responses can make you feel sick. Most if not all symptoms should subside in 24 - 48 hours. It tells you this in the papers they give you when you get the vaccine. Maybe try reading those instead of going straight to the internet.
T....aMy daughter her her BFF got this vaccine they are both 18 and 17 the first dose both sore. The 2 nd dose my daughter was fever dizzy and not feeling well I think same as her friend everyone reacts differently I think she said they got number 3 or a booster and nothing happened
Her dad got the booster and it made him sick he's 65 … I haven't got none yet
Two girls, age 5 & 8. They experienced no side effects at all, none stated or exhibited. Not even mentioning a sore arm in the following days (which I had). Even the shot itself 'did not hurt at all, just felt like a small pin'. As context... See More they are on the tougher side, not complainers, play pretty hard, climbing, falling etc and rarely cry. See Less
#featuredcovid19vaccinereports #covid19vaccine #pfizercovid19vaccine #pfizer #vaccine #dallas #texas #unitedstates
anonymous2406So sorry
anonymous2419Hope they make it to their 12th birthdays...will pray for you all.
Pfizer, Austin, TX, USA
1 year ago
After the 2nd shot my whole body has been having horrible muscle spasms. So much so that you can see them on video. They are not small, it's not just like a little eye twitch here and there. It's much worse when I work out and I... See More shake after like I have some sort of neurological disorder, such as Parkinson's. It's been a nightmare. | Symptoms: Muscle Spasms, Shaking See Less
#vaccine #pfizer #pfizercovid19vaccine #covid19breakthrough #covid19vaccine #austin #texas #unitedstates #shake
anonymous2408I have been fighting with that since March! HBOT might help some but it is pricy. Delivers oxygen through pressure to your tissue. Check out RealNotRare.com lots like us
Carabear81I had the same reaction after my second vaccine. Literally the day after the 2nd one (on Oct 4th) my jaw began to twitch uncontrollably. Now it's just random, from my arms (deltoids mainly) to my quadriceps. And yes, it's huge "jumpy" twitches that can actually be seen on video. It thankfully has gotten better, but still happens pretty intensely after a workout. And at that point I twitch and tremble simultaneously (I am in good shape so not muscle fatigue). I hope you get better.
Moderna Booster, Austin, Texas, USA
1 year ago
I got the Moderna booster yesterday afternoon and had a sore arm in the evening. The day after, my arm was really hurting. I took Aleve and that relieved the pain. I also was very sleepy and slept all afternoon. I am beginning to feel better. | Symptoms: Soreness See Less
#featuredcovid19vaccinereports #covid19vaccine #modernacovid19vaccine #moderna #vaccine #covid19boostershot #austin #texas #unitedstates
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We recently had our first session in our adaptation of Descent into Avernus and wanted to share that opening with you! There was an unfortunate error with the sound, and we only got one side of our duet, but we do have some pieces to share with you still!
In what follows, you'll find a brief overview of what transpired during our first session. Then, we have two videos, the first on DM prep before the session began, including setup and planning, and the second a DM Diary on how the session went and some thing to keep in mind while running session zeros in one-on-one campaigns.
The primary goal of a session zero is to help the player get to know their character, and we'll look at how Garreth, our PC, did just that in our first Tales of Eldura session.
Session Recap
Our amazing PC, Garreth, was somewhat resistant to the call of adventure in our first session, though he was quick to stand up to injustice. During our session zero, Garreth learned that a tragedy had befallen the city of Beacon, where his son has been for the past year training in the military, though he is not yet sure of the nature of the trouble.
Early on in the session, Garreth met a young revolutionary named Maverick who wanted to get the blacksmith's help creating magical weapons for a mysterious organization named the Brigade. The half-orc dismissed Maverick, thinking the conversation would end there.
However, the emergency measure by the City Watch to pay a reduced rate for craftspersons' services did not go down well with Garreth, and he was escorted out of his forge after failing to accept the Watch's offer.
The Brigade intervened.
Maverick and a few associates "rescued" Garreth from the Watch escort and attempted to hide in the Faery Door Inn, but they were discovered and attacked by more elite Watch members.
Garreth escaped and was chased down by Nightwatch Captain Millicent Legree and given an offer in exchange for dropped charges—he needed to proceed to the Elfsong Tavern and find someone named Ryder who has important information about events transpiring in the city…
Unfortunately, we had some recording trouble with our session zero, so we don't have a replay to share with you. However, we do have two videos for you that correspond to the session!
DM Session Prep
In the first video, I share how I set up for the session, including going over aspects of the Roll20 setup and the notes I prepped in advance to work from.
If you'd like a copy of the notes to look over, you can find them below.
Remember that there's no one right way to compile DM notes. For me, it's easiest to organize by location and the NPCs who will be at that location so I can easily move things around if the session follows a different trajectory than I anticipated.
As DMs, we want to be as open as possible for the direction the player wants to go in, and this setup helps me maintain flexibility and organization.
DM Diary, Session Zero
In the second video, I discuss how the session went and what my primary aims were as well as the things that surprised me along the way.
Session Zero Goals
In a session zero, our main goal as a DM is to give the player a chance to get to know their character. We want to put several different types of choices in front of them so they can find what feels right and, whenever possible, we want to give them plenty of space and time to sign on to the adventure instead of pushing them into it.
That being said, their character will likely be swept up into events that are beyond their control—that's often the nature of adventure— but ideally, they'll find ways to reclaim their agency and begin shaping the events around themselves instead of being shaped by them.
I hope you enjoy these first pieces of our campaign! We'll have the recording of session one up soon!
Please leave any comments or questions you have for us below!
If you like what you're reading, please consider supporting the blog by purchasing our adventures and supplements in our shop or on DMsGuild or sponsoring us on Patreon. We'd also love for you to follow us on Twitter and Instagram. We appreciate you so much! Thank you for reading. – Beth and Jonathan


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March 18, 2021
We have recently received notification of confirmed cases of COVID-19 in a student or staff person at Abraham School and Mary Snow School.
Due to the number of close contacts, Mary Snow School will move to remote learning. Students may return to school on Monday, March 29.
There are also some identified staff and students at Abraham Lincoln School who will need to quarantine, but the numbers are much lower, so Abraham Lincoln School will remain open.
A Bangor School Nurse or school representative will be reaching out to all close contacts today.
Please continue to practice safety procedures and stay home if you have symptoms.
If you have any questions, please contact your child's school. For general COVID-19 questions, dial 211 (or 1-866-811-5695). You can also text your ZIP code to 898-211 or email email@example.com. Call a health care provider for questions about your symptoms. More information can be found at www.maine.gov/dhhs/coronavirus or www.cdc.gov/coronavirus.
Please stay safe and be well.


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