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select battles.*,count(battleimages.ImageName) as NumImages,TimeGroups.TimeName from battles left join battleimages on battleimages.BattleID=battles.BattleID left join TimeGroups on TimeGroups.TimeGroup=battles.Universe where battles.BattleID=:BattleID group by battles.BattleID;
Mobile Site | Shops | eMail Author | Caption Comp | Monthly Poll | Sudden Death | Colour Key | Statistics | Cookie Usage |
Universe : | Prime Timeline |
On entering the Badlands Voyager encountered a displacement wave which flung the ship some 70,000 light years across the galaxy, damaging the ship and killing significant numbers of crew - the same phenomenon had captured the Maquis ship earlier. They found themselves beamed aboard a large alien space station where medical experiments were carried out before the majority of the crew were returned.1
On investigating, Captain Janeway discovered that the array belonged to a being known as "The Caretaker". The Caretaker was a member of an advanced alien race which had been exploring the galaxy many thousands of years ago. His people had accidentally caused an environmental disaster on a planet they were visiting, destroying all nucleogenics in the atmosphere and so preventing any rain from forming. The inhabitants of the planet, known as the Ocampa, faced extinction because of the disaster. A pair of Caretakers chose to remain behind to care for the Ocampa, creating a large underground city for them to live in. The station supplied power to the city so that a defensive field could be maintained to protect the Ocampa from any enemies. Over the years the Kazon took possession of the surface of the planet, but were unable to penetrate the city's defences.1
Over time one of the Caretakers left the station. As the remaining alien aged it decided to attempt to reproduce so that an offspring could continue to care for the Ocampa. It kidnapped ships from all over the galaxy in an attempt to find a compatible species, but failed in this quest. As the Caretaker's death neared, it was faced with the fact that the station would no longer be able to protect the Ocampa. The Kazon, meanwhile, anticipating the technology they would be able to gain from the station, claimed possession of it.2
Captain Janeway was determined to deny the Kazon the use of the station. She joined forces with the Maquis vessel, beaming aboard the station with Tuvok whilst Voyager and the Raider battled the Kazon. Unfortunately the Caretaker was too weakened to be able to return Voyager but Tuvok was able to access the device which had abducted the ship, allowing it to return home.2
The Kazon, meanwhile, brought in heavy reinforcements to attack the Federation ships. With their forces outmatched, Chakotay beamed his crew to Voyager and then set a collision course with the larger Kazon ship, beaming out an instant before his vessel rammed it. The damage caused the Kazon ship to lose flight control and it rammed the array, destroying itself and inflicting significant damage on the station.2
Knowing that to return to the Alpha Quadrant would be to abandon the station to the Kazon and thus ensure the death of the Ocampa, Janeway instead beamed back to Voyager and used a pair of tri-cobalt devices to destroy the Caretaker's array.2
The Caretaker battle was highly significant in a number of ways. Voyager was forced to absorb the Maquis into her own crew, something which prompted occasional tensions amongst the crew. The ship was stranded over 70,000 light years from home, forcing Captain Janeway to lead Voyager on an epic journey across the Delta Quadrant which had a highly significant impact on many species. The Kazon were denied access to the technology of the array, which preserved the Ocampa from destruction and prevented the Kazon from achieving dominance over a large area of the Delta Quadrant, but also made a significant enemy for Voyager which would plague the ship for another two years.3
Yellow text = Canon source | Green text = Backstage source | Cyan text = Novel | White text = DITL speculation |
# | Series | Season | Source | Comment |
1 | VOY | 1 | Caretaker, Part 1 | |
2 | VOY | 1 | Caretaker, Part 2 | |
3 | Various Voyager episodes |
Series : | VOY Season 1 (Disc 1) |
Episode : | Caretaker, Part 1 |
Series : | VOY Season 1 (Disc 1) |
Episode : | Caretaker, Part 2 |
Series : | VOY Season (Disc ) |
Episode : | Various Voyager episodes |
Copyright Graham Kennedy | Page views : 11,714 | Last updated : 6 Feb 2005 |


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The European Patent Office will grant patent rights over the use of CRISPR in all cell types to a University of California team, contrasting with a recent decision in the U.S.
A round-up of recent discoveries in behavior research
The gene behind a butterfly's mimicry; the evolution of adipose fins; bacteria and bowel cancer; plants lacking plastid genomes
A gene-editing protocol shows promise, and a second baby who was started on antiretroviral drugs soon after birth appears to be virus-free a year later.
Low-protein diets are linked to longer life spans in mice and humans.
Adipose fins, long considered vestigial, may have evolved multiple times as a key adaptation in some fish, study finds.
Fish with complex light-emitting photophore patterns may be primed to split into new species.
The development of serrated polyps depends on bacteria present in the gut, a mouse study shows.
Once believed to be irrevocably differentiated, mature cells are now proving to be flexible, able to switch identities with relatively simple manipulation.
Meet some of the people featured in the March 2014 issue of The Scientist.
Ribosomal RNA fingerprints reveal the three domains of life.

subset: commoncrawl


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Shipping Weight when Packed: 2.00 KG
1 bottle Knockando 1996 12 Year Old. In presentation tube. 70cl. 43%. Level in neck. Excellent condition.
Although a condition report is normally included in the lot description, we would recommend viewing/close inspection prior to placing any bids.
If this is not an option and you have questions beyond the offered description and images, please use the link "ask a question" to make specific enquiries or to receive a more in-depth condition report. Otherwise lots will be sold as seen and described.
Please note: due to the various ages of bottles and their seals, condition of liquid is at the buyer's discretion and no claim can be lodged against failure/leakage in transit.
This auction ended on
6th of January 2016 08:00:00 PM
Do you have a similar bottle for sale?
Please Note: Currency exchange rates fluctuate all the time and this is to be used as a guide price only. All auctions are closed in Britsh Pounds (£).


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I don't think there is an answer to this problem.
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Doraemon - Mangabom.com
You're reading manga Doraemon vol.12 ch.233 : The Lucky Blade of Straw online at Mangabom.com. Please use the follow button to get notification about the latest chapter next time when you visit Mangabom.com. Use F11 button to read manga in full-screen(PC only). Drop by anytime you want to read free – fast – latest manga. It's great if you could leave a comment, share your opinion about the new chapters, new manga with others on the internet. We'll do our best to bring you the finest, latest manga everyday. Enjoy


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Perfect for social media campaigns and blogs. Web photos (up to .5 MP). 1 Seat.
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Build a high res library or promote your brand. Up to Large (2.5-4.5 MP). 5 Seats.
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Get more high res photos and more. Up to Large (2.5-4.5 MP). 25 Seats.
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black, hanged, brown, kitchen utensils, utensil, kitchen utensil
Kitchen spoons


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Every Monday through Friday, we deliver a different song as part of our Song of the Day podcast subscription. This podcast features exclusive KEXP in-studio performances, unreleased songs, and recordings from independent artists that our DJs think you should hear. Today's song, featured on The Midday Show with Cheryl Waters, is "Elliott" by FKL, from the 2016Read more…
Listen Live:
High Quality AAC+
Excellent for PC, Mac, iPhones/iPads, Android Devices, tablets, iTunes, Winamp, and VLC. High quality audio, low bandwidthMP3 Stream
Best for computers running OSX or Windows with iTunes or the open source VideoLAN Player installedKEXP AND THE UW
iTunes and KEXP
You can now find KEXP under "Eclectic" in iTunes after the demise of the "Public" category, to better represent the diversity of our daytime variety shows and numerous specialty programs.KEXP Suggests


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SUNY Oneonta
SUNY Oneonta Graduate Catalog > Student Services > Services for Students with Disabilities
SUNY Oneonta is committed to ensuring access and equity to all students. Students diagnosed with a disability may be entitled to a wide array of accommodations to meet specific needs. These needs are supported through individualized accommodation plans formulated in a collaborative effort by the director of Student Disability Services (SDS) and the student. These plans must be supported by a current evaluation from an appropriate professional. Accommodations may include, but are not limited to, classroom assistance, testing assistance, adaptive technology and individualized accommodations as needed. It is strongly suggested that all new students register with SDS at the beginning of their first semester.
Up one level |
Graduate Study Policies and Procedures
Application Process for Degree Programs
Academic Policies and Regulations
Seniors Taking Graduate Level Courses for Graduate Credit
Requirements for Program Completion
Center for Academic Development and Enrichment
Services for Students with Disabilities
Master of Arts Degree (M.A.) in Mathematics
Master of Arts Degree (M.A.) in Museum Studies
Master of Science (M.S.) in Biology
Master of Science (M.S.) in Lake Management
Master of Science (M.S.) in Nutrition and Dietetics
Master of Science in Education (M.S. Ed.) – Educational Technology Specialist (K-12) (online)
Master of Science in Education (M.S. Ed.) – Literacy Education (Birth-Grade 6, Grades 5-12)
Master of Science in Education (M.S. Ed.) – School Counselor (K-12)
Master of Science in Education Special Education: Early Childhood (Birth-Grade 2)
Master of Science in Education Special Education: Childhood (Grades 1-6)
Master of Science in Education Special Education: 7-12 Generalist
Certificate of Advanced Study (CAS): School Counselor
Advanced Graduate Certificate: Bilingual Education Extension, Pre K-12 - All Grades
Africana and Latino Studies Courses
ALS 551 Seminar: The Harlem Renaissance
ALS 561 Poverty, Social Structure and the American Family
BIOL 575 Phytoplankton Ecology and Analysis
BIOL 586 Conservation of Biodiversity
BIOL 617 Advanced Biological Literacy
BIOL 620 Advanced Field Botany
BIOL 632 Advanced Plant Taxonomy
BIOL 642 Advanced Invertebrate Zoology
BIOL 647 Principles of Systematics
BIOL 669 Advanced Methods in Population Genetics
BIOL 678 Advanced Quantitative Biology
BIOL 683 Wetland Plant ID and Delineation
BIOL 684 Advanced Aquatic Ecology
BIOL 687 Advanced Aquatic Entomology
BIOL 688 Experimental Stream Ecology
BIOL 689 Bioassessment and Biocriteria
BIOL 691 Management of Aquatic Biota
BIOL 693 Co-op Experiences in Lake Management
ESCI 500 Core Concepts in Earth Science
ESCI 510 Exploring Earth's Integrated Systems
ESCI 511 Earth System Science Seminar
ESCI 594 Graduate Special Topics in Earth Science
EDUC 501 Critical Thinking, Reading and Writing
EDUC 505 Early Childhood Curriculum and Assessment
EDUC 506 Introduction to Educational Research
EDUC 507 Introduction to Research and Teaching Languages Other than English
EDUC 515 Differentiating Instruction to Enrich Classroom Learning
EDUC 516 Selecting and Designing Enrichment Experiences for Children
EDUC 533 Meeting the Needs of Exceptional Children in Reading
EDUC 534 Seminar in Reading: Identifying Problems, Learning and Instructional
EDUC 535 Children's Literature and Reading
EDUC 536 Meeting the Needs of the Linguistically Diverse Learner Through Literacy Instruction
EDUC 543 Elementary Mathematics Curriculum and Assessment
EDUC 545 Content Literacy in the Elementary Classroom
EDUC 546 Reading and Writing to Learn in the Content Areas
EDUC 552 Elementary Social Studies Curriculum and Assessment
EDUC 564 Workshop: New York State Elementary Science Program
EDUC 577 Issues in Diversity, Multicultural Education and Bilingualism
EDUC 580 Integrating Technology in Education
EDUC 581 Instructional Technology Design Principles
EDUC 582 Art Experiences in Education Classroom
EDUC 583 Telecommunications and Online Learning
EDUC 584 Language Acquisition and Emergent Literacy
EDUC 585 Seminar: Current Issues in Early Childhood Education
EDUC 586 Multimedia and Instructional Design
EDUC 587 Integrated Technology Applications and Issues
EDUC 588 Instructional Technology – Management and Evaluation
EDUC 592 Expressive Arts in the Elementary Classroom
EDUC 594 Graduate Special Topics in Education
EDUC 595 Methods of Teaching and Assessing Core Subject Areas in the Native Language and English
EDUC 599 Education: Independent Research and Study
EDUC 604 Fostering Cooperation and Caring in the Early Childhood Classroom
EDUC 612 Supervision of Student Teachers and Interns
EDUC 623 Foundations of Literacy Development
EDUC 626 Technology and Literacy in the Classroom
EDUC 631 Writing Process in Literacy Programs
EDUC 632 Improving Language Arts Programs in the Elementary School
EDUC 634 Trends and Issues in Literacy
EDUC 636 Literacy Coaching and Assessment
EDUC 641 Literacy Coaching and Assessment Practicum (Birth – Grade 6)
EDUC 645 Literacy Coaching and Assessment Practicum (Grades 5 – 12)
EDUC 655 Seminar in Graduate Study: Project Proposal
EDUC 656 Seminar in Graduate Study: ETEC Project Proposal
EDUC 660 Elementary Science Curriculum and Assessment
EDUC 694 Advanced Graduate Special Topics in Education
EDUC 695 Seminar in Graduate Study: Master's Project and Practicum
Educational Psychology Counseling and Special Education Courses
Foreign Languages and Literatures Courses
HIST 537 Graduate Studies: Men's History
HIST 547 History of the New Deal Era
HIST 548 Major Topics: History of the U.S. Since 1945
HIST 560 Analysis of American Economic Development
HIST 603 Seminar-Colloquium in Medieval History
HIST 604 Seminar-Colloquium in Modern European History Before 1815
HIST 605 Seminar-Colloquium in Modern European History Since 1815
HIST 620 Seminar-Colloquium in French Civilization
HIST 621 Seminar-Colloquium in Modern German History
HIST 626 Seminar-Colloquium in the History of English People Since 1485
HIST 630 Seminar-Colloquium in European Intellectual History
HIST 632 Seminar-Colloquium in Russian History
HIST 640 Seminar-Colloquium in American History Before 1800
HIST 641 Seminar-Colloquium in Nineteenth-Century American History
HIST 642 Seminar-Colloquium in Twentieth Century American History
HIST 656 Seminar-Colloquium in American Intellectual and Social History
HIST 666 Seminar in New York History
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MUSC 505 Music in the Classroom
MUSC 580 Advanced Ensemble Performance
MUSC 588 Advanced Studies in Legal Issues in the Music Industry
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The State University Chancellor's Award for Excellence in Teaching
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The State University Chancellor's Award for Excellence in Classified Service
General Statement – State University of New York
Catalog Links


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The choice of different types of wedding cakes has never been greater. Whether you are thinking of opting for a tower of wedding cupcakes or a sociable chocolate fountain, a traditional fruit tiered wedding cake or a stylish croquembouche, you are sure to find a wedding cake supplier in Kilwinning who can help! Don't forget to ask if they will supply cake stands, plus wedding cake boxes for the guests that couldn't make it on the day.
Based on standard balloon decorations for a typical wedding for 80 guests, including delivery and set up costs.
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Restaurant Equipment Dealers near Geneva, Illinois
Kitchen Equipment Dealers and Restaurant Equipment Supply Companies in Geneva, Illinois.
With lots of restaurant equipment financing options available you can take delivery of the kitchen equipment you need right away. So whether you are a pizza joint, coffee house, neighborhood pub or a new fine dining experience with the next famous celebrity chef, your local restaurant equipment dealer is standing by ready to meet your needs.


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SAN FRANCISCO (AP) — San Francisco may be getting ready to shed its image as a city where anything goes, including clothing.
City lawmakers are scheduled to vote Tuesday on an ordinance that would prohibit nudity in most public places, a blanket ban that represents an escalation of a two-year tiff between a devoted group of men who strut their stuff through the city's famously gay Castro District and the supervisor who represents the area.
Supervisor Scott Wiener's proposal would make it illegal for a person over the age of 5 to "expose his or her genitals, perineum or anal region on any public street, sidewalk, street median, parklet or plaza" or while using public transit.
A first offense would carry a maximum penalty of a $100 fine, but prosecutors would have authority to charge a third violation as a misdemeanor punishable by up to a $500 fine and a year in jail. Exemptions would be made for participants at permitted street fairs and parades, such as the city's annual gay pride event and the Folsom Street Fair, which celebrates sadomasochism and other sexual subcultures.
Wiener said he resisted introducing the ordinance, but felt compelled to act after constituents complained about the naked men who gather in a small Castro plaza most days and sometimes walk the streets au naturel. He persuaded his colleagues last year to pass a law requiring a cloth to be placed between public seating and bare rears, yet the complaints have continued.
"I don't think having some guys taking their clothes off and hanging out seven days a week at Castro and Market Street is really what San Francisco is about. I think it's a caricature of what San Francisco is about," Wiener said.
The proposed ban predictably has produced outrage, as well as a lawsuit. Last week, about two dozen people disrobed in front of City Hall and marched around the block to the amusement of gawking tourists and high school students on a field trip.
Stripped down to his sunglasses and hiking boots, McCray Winpsett, 37, said he understands the disgust of residents who would prefer not to see the body modifications and sex enhancement devices sported by some of the Castro nudists. But he thinks Wiener's prohibition goes too far in undermining a tradition "that keeps San Francisco weird."
"A few lewd exhibitionists are really ruining it for the rest of us," he said. "It's my time to come out now to present myself in a light and show what true nudity is all about so people can separate the difference between what a nudist is and an exhibitionist is."
Because clothes are required to enter City Hall itself, demonstrators who try to disrobe at the Board of Supervisors meeting will be escorted out by sheriff's deputies. That is what happened last Monday when Gypsy Taub removed her dress at a committee hearing where the ban had its first public hearing. Taub, a mother of two, said she got her start as a nudist while hosting a local cable program devoted to the theory that the government was behind the Sept. 11, 2001 terrorist attacks.
"I thought if I take my clothes off, I bet they are going to listen," she said.
San Francisco lawyer Christina DiEdoardo filed a federal lawsuit last week on behalf of Taub and three men that seeks to block Weiner's ordinance, if it passes and is signed by Mayor Edwin Lee. The complaint alleges that the ban infringes on the free speech rights of nudists and discriminates against those who cannot afford to obtain a city permit.
While it may seem strange that going out in the buff is not already illegal in San Francisco, most California cities do not have local nudity laws, Wiener said. Instead, they are adequately covered by state indecent exposure laws and societal mores. But indecent exposure technically only applies to lewd behavior, so city officials have had to craft a local solution, he said, adding that the cities of Berkeley and San Jose already have done so.
"I suspect there are a lot of places that maybe don't currently have a local law (and) that if people started getting naked every day would quickly see a local law," Wiener said.


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1998 Mustang Parts
For another year, very few changes were made to 1998 Ford Mustang parts. This time, Ford was looking forward to next year's freshening of the design and the Mustang's 35th anniversary, so most 1998 Mustang parts were largely ignored and the car stayed very similar to previous editions. A slight retuning to the 98 Mustang parts on the GT's V-8 squeezed out a few more horsepower, while both GT and V-6 Mustangs received a new Sport package, which altered the appearance of several 1998 Ford Mustang parts. Prices for the Mustang and its 1998 Mustang parts also rose a bit for 1998, despite the lack of change to the car. Even with the price increases, sales of the Mustang rose by a massive 62%, to 175,522.
Regular Price: $161.99
Special Price: $153.89
CJ's Low Price:$159.97
Regular Price: $59.99
Special Price: $47.99
Regular Price: $139.99
Special Price: $132.99
CJ's Low Price:$49.99
1998 Mustang Parts
By Bill Tumas: Even more 1998 Ford Mustang parts are available from CJ Pony Parts than for previous SN95 models, with more than 2,650 1998 Mustang parts being on sale right now. Popular 98 Mustang parts are from vendors like Battery Tender, Centerforce, Graphic Express, McLeod, Silverhorse Racing, and Trick Flow. Many of these parts are in-stock and available to ship today, especially if they are ordered by 5 p.m. Most 1998 Ford Mustang parts ship free as well.Some of these 1998 Mustang parts help deal with the performance of both the V6 and V8, which are classified as somewhat underpowered by today's standards. With just a few 1998 Mustang parts from CJ Pony Parts for the engine, you can dramatically increase the power, so your car is much faster and offers much more overall performance. While many popular 1998 Mustang parts exist, like exhausts and cold air intakes, the sky is truly the limit, and you can add any number of combinations of 1998 Mustang parts to make more power.
Not only that, if you're looking to upgrade, restore or repair other parts of your Mustang, CJ Pony Parts is going to have a wide range of 1998 Mustang parts to do the job. These include just about any piece of sheet metal you could imagine, from factory replacements to upgraded body kits, to full interior overhauls. Browse the wide selection of 1998 Mustang parts today so you can figure out what you need for your next project!
If a customer has questions about any 1998 Mustang parts, or would like to place an order, contact CJ Pony Parts. CJ's sales and customer care teams are available to help! They can be reached by phone and are happy to take orders on 98 Mustang parts, or answer questions. Customers can also visit the CJ Pony Parts website, where they can place an order, reach CJ's team members via the online chat tool, or can access numerous installation guides, manufacturer install manuals, and tech articles.


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Our Online Headshop
Featured Products
BWG Guarantee
Brothers with Glass delivers happiness! We offer the best return policy in the business, damage free guarantee, discreet shipping and we love hooking orders up with freebies!
We have been a trusted online headshop since 2010 and proudly sell American made glass for the best prices on the internet!
Chameleon Glass Curved Atomizer Pen Adapter 14 mm
Out of stock
Chameleon Glass Curved Atomizer Pen Adapter 14 mmSize: 14mm Fits a size 14mm Female jointArtist: Chameleon GlassMade In Arizona
Chameleon Glass Curved Atomizer Pen Adapter 14 mmSize: 14mm Fits a size 14mm Female jointArtist: Chameleon GlassMade In Arizona
All orders are shipped in regular white or brown shipping boxes and contain no indication as to the contents. We use crush proof boxes that are unbranded or un marked with any kind of logo.
Each box has a shipping label that has a return address that will read "BWG" to ensure your total privacy.
We understand first hand that privacy is very import to all different kinds of people. Therefore we take great pride in taking all measures to ensure your purchase is completely private.
Discreet Billing
What you buy is your business and not that of anyone else's. To again help keep your online transactions private your bill will read "Organic Kulture LLC" instead of Brothers with Glass. We do this to ensure your charge does not reflect what you purchased in any way.
Shipping Times
All in stock items ship the same day if your order is placed by 10am PST. Orders placed on Friday after 12PM PST will ship Monday morning.
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General Boat Gel Coat Repair
Your price: $195.00
List price: $216.67
Your price: $238.88
List price: $330.53
Your price: $238.88
List price: $330.53
Your price: $238.88
List price: $289.08
General Boat Repair How-To's
Applying and Maintaining Gel Coat
A common concern in the boating world is the hull gel paint wearing down over time. This can be easily remedied by ... read more carefully, attentively, and regularly maintaining and reapplying gel coat to the hull. Below are some guidelines and recommendations that will give you instruction on how to maintain the paint on your boat.
- A few different gel coat applications that can be used are: Gel-Kote, One Step Finish Gel-Kote, Gel Paste.
- Gel-Kote: polyester gel that remains tacky between coats and requires the mold release agent to fully cure.
- One Step Finish Gel-Kote: a polyester gel that cures to a hard surface without the mold release agent.
- Gel Paste: a polyester gel that is used to repair severely damaged and deeper gouges in the gel coat. It does not require the mold release agent but does require sanding between coats.
- Any of these three types can be brushed, rolled, or sprayed on. However, depending on the application, some gel coat may need acetone to spread the compound.
- Refer to instructions as given by the manufacturer.
- Apply the gel coat paste onto the scratch with a flexible spreader.
- Remove any excess paste.
- Cover up pasted area with a sheet of plastic film.
- Peel away the plastic after 24 hours.
- You will need to sand it down, depending on how smoothly the gel coat was applied.
- Use 80 grit sandpaper. Be sure to only sand the gel coated area, and not the surrounding areas.


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Part: Apple iPhone 6 home button bracket
Manufacturer: OEM
Warranty: 12 Months
Condition: Factory new
Compatibility: Apple iPhone 6 4.7"
The term OEM stands for 'Original Equipment Manufacturer', the exact meaning differs in several industries.
To us OEM means that the part is the exact same part used within your device, we source these from the same vendors the manufacturer use. By definition the part is an original part manufactured by the same vendor / manufacturer in the same way using the same procedures, equipment and processes as the part provided to the manufacture from the Vendor, the only difference is that we dont obtain directly from the devices manufacturer, nor in some cases are we affiliated with device manufacturer in any way.
30 Day Return If You're Not Completely Satisfied
12 Month Warranty On Most Items
Customer Support We're Here To Help
European Shipping From Just £2.40


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Paramount CA Real Estate & Homes for Sale32 Properties Found
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Please click the Refine Your Search button below to find other properties in the area.
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Paramount CA Real Estate Listings Provided By:
Real Living Pacific Realty How may I help you?Get property information, schedule a showing or find an agentParamount ZIPs90723 Homes for Sale |
www.realliving.com | 949.794.7900 | Real Living Real Estate is a network brand of HSF Affiliates LLC, which is majority owned by HomeServices of America, Inc.TM, a Berkshire Hathaway affiliate.
2016 Real Living Real Estate, LLC. Real Living is a registered service mark. Equal Opportunity Housing Provider. Privacy | Terms of Use | Accessibility


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Main Content
- Contrast color panels
- Contrast stitching
- Embroidered O'Neill applique
- Hook & loop fastener at fly
- Imported
- 100% Polyester fabric
- Mesh lining in pocket
- O'Neill embroidery
- O'Neill ultrasuede boardshorts
- Side flap pocket with hook & loop fastener
- Size 30 has an 11.5" inseam
- Tie front with four O'Neill grommets
- Water-resistant & quick drying
- Woven O'Neill logo tag
- Woven O'Neill triangle tag at back waist
- Imported
- Brand: O'Neill
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Customized items can be personalized with options such as your name, your favorite
number, and/or designs. Some options may be limited by league rules.


text:
Saturday Shortbread 7 Up Bloomberg: Canadian dollar in weekly gain versus U.S. peer as stocks rise Mac Rumors: Apple to introduce third MacBook line... Type: News story Tags: Shortbread |
21 |
Acoustic foam quiets Thermaltake Soprano enclosure Computex — Thermaltake had a little bit of everything on display at the Computex trade show in Taipei this week. We saw countless headsets and... Type: News story Tags: Cases |
18 |
BitFenix shows off prodigious Mini-ITX enclosure Computex — TR readers seemed pretty enthusiastic when BitFenix announced its Prodigy enclosure a couple of weeks ago, so we stopped by the company's... Type: News story Tags: Cases Cooling |
48 |
Sapphire flexes custom 7-series Radeons Computex — Sapphire had a little bit of everything on display at the Computex trade show in Taipei, Taiwan this year. The most interesting... Type: News story Tags: Graphics Displays |
31 |
Silverstone's Sugo SG09 packs big punch in small chassis Computex — Just about every chassis maker at the Computex trade show in Taipei was displaying at least one Mini-ITX enclosure this year. Given the... Type: News story Tags: Cases |
14 |
Noctua explains active noise cancellation tech Computex — We probably should have scheduled our Computex meeting with Noctua earlier in the week, before my brain had been turned to mush after... Type: News story Tags: Cooling |
26 |
Enermax dips into liquid cooling Computex — Perhaps because Intel's Sandy Bridge-E CPUs ship without heatsinks (and with toasty 130W TDPs), we've seen an awful lot of water coolers at... Type: News story Tags: CPUs Cooling |
29 |
Deal of the week: High-capacity SSD bargains Solid-state drives have recently slipped under the $1/gigabyte threshold, and that's good news for bargain hunters—especially those in the market for high-capacity drives that can... Type: News story Tags: Storage Gaming |
25 |
First Unreal Engine 4 videos now available Last month, we saw the first screenshots of Epic's first Unreal Engine 4 demo. Sadly, the full demo was kept from public eyes, so... Type: News story Tags: Gaming |
45 |
Friday Shortbread Eight is Enough AppleInsider: Apple to unveil entirely new MacBook series at WWDC, insiders say Mac Rumors: Apple to introduce third MacBook line... Type: News story Tags: Shortbread |
4 |
Next-gen NAND demoed in SandForce SSDs Computex — Solid-state drives with next-generation NAND are on the way, and some of them will undoubtedly feature SandForce's SF-2000 controllers. While visiting SandForce's suite... Type: News story Tags: Storage |
26 |
Metro-flavored Chrome coming to Windows 8 Folks using the Windows 8 Release Preview will soon have another browser to try out: Chrome, the "dev channel" release of which is about... Type: News story Tags: Internet Software |
7 |
Fractal Design's Node enclosures ripe for the living room Computex — We first met with Fractal Design at last year's Computex trade show, so it was only fitting that we visited the company again... Type: News story Tags: Cases |
34 |
EVGA's hot-clocked GTX 680 features massive blower Computex — Graphics cards based on Nvidia's GeForce GTX 680 are all over Computex. Every graphics card maker we've visited has had at least... Type: News story Tags: Graphics Cooling |
8 |
Intel's 4-inch Next Unit of Computing to cost $400 Computex — Intel's got next... The Next Unit of Computing, that is. While making our way through the madness at the Computex trade show in... Type: News story Tags: Systems |
25 |
PC gaming was everywhere at E3 2012 While we were busy covering Computex over in Taiwan earlier this week, a whole other trade show was going on in Los Angeles: E3 2012.... Type: News story Tags: Gaming |
22 |
Apple patent covers wedge-shaped laptops PC makers have been shamelessly ripping off Apple for years, and ultrabooks are the latest and starkest example. Could Apple throw its weight around... Type: News story Tags: Mobile computing Mac |
126 |
Rosewill illuminates mechanical keyboard lineup Computex — Mechanical keyboards are all the rage these days, and Rosewill's RK-9000 series seems to be pretty popular. While at the Computex trade... Type: News story Tags: Input devices |
50 |
Aorus gives its GTX 1070 the triple-fan treatment | 1 |


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Proteins with unstable 3-D structures help the microscopic animals withstand drying.
The Genealogy of a Gene, On the Move, The Chimp and the River, and Domesticated
The Genealogy of a Gene, On the Move, The Chimp and the River, and Domesticated
A study shows that the hippocampus selects which information to send, and where, during different behaviors.
Researchers probe the neural roots of the ear-ringing condition in a man undergoing brain surgery.
Deep-brain stimulation may effectively treat slow movement, tremor, and rigidity in Parkinson's patients by reducing synchronicity of neural activity in the motor cortex.
A Harvard team shows how cells label and recognize proteins for degradation.
Submissions are officially open for this year's Top 10 Innovations contest.
Scientists find a common genetic variant in mothers that decreases the chance of successful pregnancy.
Cornell researchers probe the brains of jumping spiders to gain insight into the arachnid's visual processing capabilities.
In Chapter 12, "Of Mice and Men," author Sue Armstrong recounts the point at which researchers moved from working with p53 in tissue culture to studying the gene in animal models.
Scientist to Watch Yvonne Saenger explains recent advances in using biomarkers to identify cancer patients who might benefit most from immunotherapy.


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DENALI D2 Dual Intensity LED Motorcycle Lighting Kit with Full Wiring Harness and M8 Mount
When bright is not bright enough, grab a set of DENALI D2 LED Lights from Twisted Throttle. Small and BRIGHT, with an effective beam distance of 423ft and still an incredibly small power draw! Learn More$379.99 -
DENALI DM Micro Single Intensity LED Lighting Kit with Full Wiring Harness & M8 Mount
Don't let the small size and weight fool you, with an effective beam distance of 240 feet, these little buggers are BRIGHT! Learn More$249.99 -
Denali DX Xtreme Spot Dual Intensity LED Lighting Kit with Full Wiring Harness and M8 Mount
The large 10° optic in the DX maximizes the distance you can see down the road by concentrating a spot beam pattern at the center of the road. The DX is ideal for night riding in on/off road conditions where maximum beam distance is desired. Consuming only 10 watts of power per lamp, the Denali DX lights throw a blazing beam of light 695 feet down the road in front of you. That's over 4 times further than your typical motorcycle high beam.
Learn More$389.99 -
AdMore Lighting High Output Premium LED Light Bar | Running, Brake, Progressive Turn Signals & Smart Brake Technology
Built-in accelerometer helps reduce the risk of rear-end collisions
The AdMore Lighting high output premium LED light bar with running, brake, progressive turn signals, and Smart Brake technology is an essential piece of safety equipment on your motorcycle. With the programmable accelerometer, this new light bar is one of the most advanced motorcycle safety accessories on the market. It's also some of the cheapest insurance you can buy.
*Photo animation illustrates brake and turn signal functions only. During deceleration, the center strip of white LED lights also flash to alert oncoming drivers.
AdMore has upped the ante with this Smart Brake technology. Significantly reduce the risk of a rear-end collision with a sophisticated accelerometer that activates brake lights with no input other than rapid deceleration via throttle release or downshifting. Command attention with 81 retina burning LED's that feature progressive amber turn signals. The brake light ignites with a flashing strobe upon initial application to capture the awareness of drivers behind you with a consistent strobe of white LED's that are sure to be seen. The unit also works with the hazard (4-way flasher) lights of your motorcycle by activating both progressive turn signals to increase roadside visibility.This LED light bar is pre-configured with the most popular settings and options and is primed to go out of the box. If you like to tinker, and tweak, the AdMore light bar allows you to customize its pre-set status. Simply connect it to any computer using the included Micro-USB cable, and the AdMore Configurator Software Suite helps you modify the brightness level, deceleration sensitivity, brake light modulation, white strobe light, license plate light and more!
The AdMore premium light bar is easy to install using the strong universal black powder coated aluminum mounting bracket. All hardware and premium connectors are included in the kit.
Learn More$199.99 -
MRA X-creen Touring Bolt-On Variable Windscreen Spoiler Blade Windshield Extension
MRA X-Creen Bolt-On Variable Windscreen Spoiler Blade is available to fit most original motorcycle windshields. This bolt-on style requires you to drill holes in your existing screen. Available in clear or light smoke. Learn More$120.95 -
DrySpec Motorcycle Tool Tube Kit
This DrySpec Motorcycle Tool Tube Kit attaches directly to the outside of any flat-sided sidecases and can be used to carry our MSR 30 oz. Fuel Bottle and any other gear that can fit inside of it.
Learn More$16.99 -
MRA X-creen Touring Clamp-On Variable Windscreen Spoiler Blade Windshield Extension
MRA X-Creen Clamp-On Variable Windscreen Spoiler Blade is available to fit most original motorcycle windshields. Available in clear or smoke gray. Learn More$145.90 -
Yuasa Motorcycle Batteries
Yuasa has been powering motorcycles in the USA since 1979 and supplies more Original Equipment Batteries to manufacturers than any other brand. Learn More$41.95 -
MRA X-creen Sport Add-On Variable Windscreen Spoiler Blade (bolt-on and clamp-on hardware included)
MRA X-Creen Sport Add-On Variable Windscreen Spoiler Blade is an ideal size for small scooters and sportbikes. This spoiler is available to fit most original motorcycle windshields to act as an adjustable wind deflector that will be set to redirect the air flow just the way you want it. Available in clear or light smoke. Learn More$106.95 -
MSR 30 oz. Motorcycle Fuel Bottle
Extend your riding range with the MSR 30 oz. Motorcycle Fuel Bottle. Air-tight seal allows fuel to be stored longer by preventing air from entering and degrading fuel. Made from single-piece, impact-extruded aluminum to prevent leaks and cracks. Bolstered shoulder and base to resist bulging when pressurized. Learn More$21.95 -
SW-MOTECH Bags-Connection QUICK-LOCK Type 110 EVO Tank Bag Bottom Tank Ring
SW-MOTECH Bags-Connection QUICK-LOCK Type 110 EVO Tank Bag Bottom Ring is used in conjunction with SW-MOTECH Bags-Connection Quick-Lock EVO tank bags. Learn More$41.95 -
Helmet Guardian, Black
Readily installed on either the upper or lower license plate bolts, this is the perfect accessory for securing your helmet to your bike! Learn More$51.95 -
DENALI Flat Switch Mount Plate For Horizontal Perch Bolts | Single or Double Switch Plates
Mount single or double switches to motorcycles with horizontal perch bolt mounts with the Denali Flat Switch Mount For Horizontal Perch Bolts Learn More$11.99 -
SW-MOTECH Bags-Connection QUICK-LOCK EVO Micro Non-Electric Tank Bag | 2.5-5 Liter
The SW-MOTECH Bags-Connection Non-Electric QUICK-LOCK EVO Micro Tank Bag is designed to store your smaller items at a mere 2.5-5 liters. This small item storage bag fits most bikes and is an excellent around town bag. Compatible with the SW-MOTECH Bags-Connection EVO QUICK-LOCK tank rings, see the app chart below to determine which tank ring is appropriate for your bike.
Learn More$103.95 $91.95 -
Stash Box Lockable License Plate Storage Box by DrySpec
The DrySpec STASH BOX is a weather resistant storage box that mounts between the motorcycle and the license plate. It is ideally suited to storing the vehicle registration and other small objects while remaining unobtrusive. The Stash Box has features that provide benefits over other motorcycle storage devices i.e., low cost, concealed mounting location, vehicle styling is unaffected, and easy accessibility. Learn More$21.99 -
SW-MOTECH Bags-Connection Luggage Security Cable with Combination Lock
The SW-MOTECH Bags-Connection Cable Lock Lock is ideal for for securing the contents of any tankbag or rearbag. The ultra-compact design makes these locks easy to carry. Simply slide through any compatible zipper pulls and the frame of the bike and engage the lock.
Learn More$20.95 -
SW-MOTECH Bags-Connection Slipstream Tail Bag
SW-MOTECH Bags-Connection Slipstream Tail Bag is a compact 13-liter tail bag suitable for day trips. With it's four point attachment system, this rear bag will fit the passenger seat or rear luggage rack of essentially any motorcycle. It has integrated backpack straps for when you're moving on foot and a bungee net.
The entire soft luggage line offered by SW-MOTECH is sleek and sensible, coming in a variety of sizes, shapes and purposes. The Slipstream rear bag is ideally suited for those with minimal luggage to haul. Maybe you've taken up minimalism and cast off your world possessions - except for your motorcycle, of course, let's not get crazy.
The Slipstream rear bag by SW-MOTECH is an ideal daily use, light travel bag.
Learn More$174.95 -
SW-MOTECH EVO CargoBag Motorcycle Luggage System | 50 Liter
The SW-MOTECH EVO Cargo Bag Motorcycle Luggage System is a large 50-liter tail bag suitable for long weekend trips. Exterior bungee tie-downs are included for versatile mounting options. See the application list below to see if this large capacity motorcycle luggage will work on your bike!
Learn More$258.95 -
AdMore Lighting High Output LED Light Bar with Running, Brake and Progressive Amber Turn Signals
Share your intentions while you share the road with the Admore Lighting LED Light Bar.
Designed to provide additional running, brake and signal visibility to your motorcycle, the Admore Lighting LED Light Bar is now 60% brighter. Available in clear or smoke lens, the 78, high-intensity, bi-color LEDs provide red running lights, bright red brake lighting and progressive amber turn signals. Built in brake modulation starts the brake signal with three bright flashes to help alert motorists to your intentions.
Learn More$134.99 -
SW-MOTECH QUICK-LOCK EVO Daypack Non-Electric Tank Bag | 5-9 Liter
Carry 5-9 liters of your essential gear within reach and in style with the SW-MOTECH QUICK-LOCK EVO Daypack Tank Bag.
Learn More$143.95 -
R&G M6 Paddock Stand Bobbins
The R&G M6 Paddock Stand Bobbins are anodized aluminum and supplied in pairs. Learn More$11.14 -
DENALI Universal Pivot Mount Kit For Mounting DM, D1, D2, D4, DR1 & DX Auxiliary Lights To M5, M6 & M8 Bolts
Constructed from black anodized billet aluminum for strength and durability, the Denali LED Lighting Universal Offset Mount Kit provides 3 axis adjustability with a 1.75" (45mm) offset that mounts to any M5, M6 or M8 bolt point on your motorcycle. Learn More$59.99 -
SW-MOTECH Drinking Bottle for Use with Quick-Lock Base Plate
SW- Motech Drinking Bottle for thirsty people Learn More$26.95 -
Oxford Bungee Net 17" X 17"
This cargo net is a strong elasticized bungee net with 6 nylon coated hardened steel hooks. An indispensable accessory for transporting awkward items!
Dimensions:17" x 17" square
Learn More$9.95 -
R&G Expanding Swingarm Protectors for Yamaha YZF R6 '06-'07, YZF R6 '08-'16, YZF R1 '09-'14 & YZF R1 '15-'17
The R&G Expanding Swingarm Protectors are designed to keep the swingarm, rear axle and brake caliper off the ground in the event of a fall or crash to minimize damage. Abrasion resistant High Density Polyethylene actually helps to smoothly slow the bike to a stop instead of digging into the ground causing even greater damage. These swingarm protectors are very easy to mount using expanding hardware that secures to the inside of the hollow rear axle on each side. Invest in proper protection for your rig and ride on! Learn More$46.10 -
SW-MOTECH Bags-Connection QUICK-LOCK EVO Daypack 12v Electric Tank Bag | 5-9 Liter
The Electric QUICK-LOCK EVO Daypack is a small 5-9 liter tank bag. This is an ideal tank bag for a ride around town or a short ride in the country. Compatible with the SW-MOTECH Bags-Connection EVO QUICK-LOCK Tank rings, see the app chart below to determine which type is appropriate for your bike.
Learn More$231.95 $228.95 -
Oxford Micro Clock / Temperature Gauge for Motorcycles
Tiny, all-weather clock/thermometer for handlebar or cockpit mounting. Includes ice alert and Velcro adhesive! Learn More$29.95 -
Oxford Underseat Tool Kit
A compact tool kit with carrying case designed to fit under most motorcycle seats. Dimensions: 4" x 7" x 1.25" Learn More$18.95 -
Oxford RainSeal Handlebar Muffs for Motorcycles
These hand covers mount to your handlebars to keep your hands warm & dry even in the coldest riding weather! A pouch on the inside allows you to add Oxford Electric Hothands for added warmth! Learn More$49.95 -
DrySpec Bottle Mount Kit
Carry extra fuel, oil, water or other vital fluids on the outside of your sidecase with the DrySpec Bottle Mount Kit. Learn More$19.99 -
R&G Plug 'n Play Micro Indicators turn signals (Incandescent 10 watt)
R&G Plug 'n Play Micro Indicator turn signals (pair). Includes 10 watt incandescent bulbs; replaces original 10 watt or 21 watt incandescent turn signals. Designed to fit the R&G line of "Tidy Tail" fender eliminators. Learn More$35.86 -
SW-MOTECH Bags-Connection Jetpack motorcycle luggage system
The Jetpack is a large 20-33 liter tail bag suitable for long weekend trips. Fits to the rear seat of a several bikes and also doubles as a backpack.
Learn More$266.95 -
SW-MOTECH EVO Rearbag Motorcycle Luggage System
The SW-MOTECH EVO rear bag motorcycle luggage system allows your luggage to be attached to the passenger seat or rear rack of any motorcycle. This bag also doubles as a backpack. A medium size bag at 24-36 liters when expanded is suitable for a day or long weekend trip.
Learn More$273.95 -
SW-MOTECH Bags-Connection EVO Speedpack Motorcycle Luggage System
The SW-MOTECH Bags-Connection EVO Speedpack Motorcycle Luggage System is one of our larger rear seat bags, offering 75 liters to 90 liters capacity. Fits bikes with a narrow tail section. This is for the rider who likes to pack everything but the kitchen sink.
Learn More$452.95 -
R&G Heated Grips For 7/8-inch Diameter Handlebars
R&G Heated Grips will prolong your motorcycling season by providing warmth and comfort on those cold riding days.
Learn More$59.99


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Mastodon Live at the Converse Represent: San Francisco
For five nights in June, Converse will celebrate five genres of music that represent San Francisco and its residents. The FREE concert series features one night of Mastodon, Quicksand, High On Fire, Saviours & Hot Lunch on Wednesday, June 26th at Slim's!
Register for a chance to win free tickets: http://conversemusic.tumblr.com/represent
**Registration closes June 18 at 12pm PST
Watch the Converse Represent in SF trailer here:


text:
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Top Selling Around The World Toys for 1 Year Olds $50-OVER
These are the Top Selling Around The World Toys for 1 Year Olds $50-OVER. At ebeanstalk we choose the best developmental Around The World Toys . Our team of child-experts review and test thousands of Around The World Toys . Then, they match every item to the ability of 1 Year Olds. It's because of this process that we at ebeanstalk can guarantee a child's fun.
Ebeanstalk Picks
These are our FAVORITES. With so many to choose from, we wanted to give a hand to help you find the absolute coolest toys on the site. All Ebeanstalk Picks →
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mucky max
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Mobile Helix has launched what it calls the industry's "first pure HTML5 platform" in the form of Link. This product works as an open HTML5 application development and delivery platform and is designed with data security rather than device security at its core.
More Insights
White Papers
More >>Reports
More >>Webcasts
- Mobile Content Management: What You Really Need to Know
- Developing a User-Centric Secure Mobile Strategy: It's in Reach
What Is Pure HTML5?
This technology bridges the fixed/mobile application divide by allowing any existing or new browser-based enterprise application to be deployed across multiple device types, including mobile devices, PCs, and laptops.
Link is available for iOS and Android, with support for Windows 8, Mac OS X, and Blackberry 10 scheduled for later this year.
"Link is designed with unrestricted enterprise productivity at its core. It is the first product on the market to combine the unmistakable benefits of device-independent applications built using HTML5, with a disruptive data security platform that ensures sensitive corporate data is safe on any device," comments Seth Hallem, CEO of Mobile Helix. "We believe the notion that fixed and mobile applications require different development, delivery, and security solutions is fundamentally flawed."
The firm says that even when devices are "rooted" or "jailbroken," Link ensures that corporate data is not at risk. Link includes a secure container on the device, fully device-independent encryption of all data in motion and at rest, a management architecture that ensures encrypted data remains safe, and a policy engine that allows IT to enforce policies on applications and data rather than on devices.
"Contrary to popular opinion, mobile operating systems aren't necessarily less secure than PC operating systems. A tablet or smartphone with the right data security posture can be as, if not more, secure than a typical corporate laptop. PCs are perceived to be safe because of the numerous security 'band aids' that are applied to them, such as anti-virus, full-disk encryption, DLP, and network access control," says Maribel Lopez, founder and principal analyst of Lopez Research.
Link integrates with existing IT processes and infrastructure to enable a simplified "download free" application delivery and support model, removing the need for a separate enterprise app store, app catalog, and dedicated distribution and update processes for every different application and mobile operating system.


text:
Pamp Suisse, a leading refiner of Precious Metals products, is known worldwide for producing some of the most beautiful designs in bullion. That is certainly the case with its new Year of the Dragon Gold and Silver bars. These elegant products display unique, collectible beauty at a bullion price, making them an admirable addition to any collection or investment portfolio.
These attractive bars show a serpentine dragon, the most popular of all Chinese zodiac animals, twisting itself around a pillar. The backs of the same dragon and pillar are visible as you turn the bar over to the reverse side. This unique design also incorporates the Chinese character for "dragon" on the obverse and the weight, purity, serial number and Pamp Suisse logo on the reverse.
A different animal of the Chinese zodiac is said to influence each year in the Chinese lunar calendar. In Chinese mythology, the dragon is a symbol of strength, bravery and good fortune. The dragon is said to impart its noble traits on the people born in years of its influence, and since the dragon only comes around once every 12 years, 2012 Year of the Dragon products are very popular.
Available in 1 oz of .9999-fine Gold as well as 1 oz and 100 grams of .999-fine Silver, these die-struck bars are the perfect combination of high-quality bullion and aesthetic design. Get your hands on these beautiful and in-demand products from Pamp Suisse. APMEX makes it easy to buy Gold and Silver by offering competitive Gold and Silver prices on all Gold and Silver bullion bars.


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The class CBackProp encapsulates a feed-forward neural network and a back-propagation algorithm to train it. This article is intended for those who already have some idea about neural networks and back-propagation algorithms. If you are not familiar with these, I suggest going through some material first.
This is part of an academic project which I worked on during my final semester back in college, for which I needed to find the optimal number and size of hidden layers and learning parameters for different data sets. It wasn't easy finalizing the data structure for the neural net and getting the back-propagation algorithm to work. The motivation for this article is to save someone else the same effort.
Here's a little disclaimer... This article describes a simplistic implementation of the algorithm, and does not sufficiently elaborate on the algorithm. There is a lot of room to improve the included code (like adding exception handling :-), and for many steps, there is a lot more reasoning required than I have included, e.g., values that I have chosen for parameters, and the number of layers/the neurons in each layer are for demonstrating the usage and may not be optimal. To know more about these, I suggest going to:
Typically, the usage involves the following steps:
CBackProp::CBackProp(int nl,int *sz,double b,double a)
void CBackProp::bpgt(double *in,double *tgt)
CBackProp::double mse(double *tgt)
void CBackProp::ffwd(double *in)
The following is a description of the sample program that I have included.
We will try to teach our net to crack the binary A XOR B XOR C. XOR is an obvious choice, it is not linearly separable hence requires hidden layers and cannot be learned by a single perception.
A training data set consists of multiple records, where each record contains fields which are input to the net, followed by fields consisting of the desired output. In this example, it's three inputs + one desired output.
// prepare XOR training data double data[][4]={// I XOR I XOR I = O //-------------------------------- 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 1, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0, 1, 0, 1, 1, 0, 0, 1, 1, 1, 1 };
Next, we need to specify a suitable structure for our neural network, i.e., the number of hidden layers it should have and the number of neurons in each layer. Then, we specify suitable values for other parameters: learning rate - beta, we may also want to specify momentum - alpha (this one is optional), and Threshold - thresh (target mean square error, training stops once it is achieved else continues for num_iter number of times).
Let's define a net with 4 layers having 3,3,3, and 1 neuron respectively. Since the first layer is the input layer, i.e., simply a placeholder for the input parameters, it has to be the same size as the number of input parameters, and the last layer being the output layer must be same size as the number of outputs - in our example, these are 3 and 1. Those other layers in between are called hidden layers.
int numLayers = 4, lSz[4] = {3,3,3,1}; double beta = 0.2, alpha = 0.1, thresh = 0.00001; long num_iter = 500000;
CBackProp *bp = new CBackProp(numLayers, lSz, beta, alpha);
for (long i=0; i < num_iter ; i++) { bp->bpgt(data[i%8], &data[i%8][3]); if( bp->mse(&data[i%8][3]) < thresh) break; // mse < threshold - we are done training!!! }
We prepare test data, which here is the same as training data minus the desired output.
double testData[][3]={ // I XOR I XOR I = ? //---------------------- 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 0, 1, 1, 1};
Now, using the trained network to make predictions on our test data....
for ( i = 0 ; i < 8 ; i++ ) { bp->ffwd(testData[i]); cout << testData[i][0]<< " " << testData[i][1]<< " " << testData[i][2]<< " " << bp->Out(0) << endl; }
I think the following code has ample comments and is self-explanatory...
class CBackProp{ // output of each neuron double **out; // delta error value for each neuron double **delta; // 3-D array to store weights for each neuron double ***weight; // no of layers in net including input layer int numl; // array of numl elements to store size of each layer int *lsize; // learning rate double beta; // momentum double alpha; // storage for weight-change made in previous epoch double ***prevDwt; // sigmoid function double sigmoid(double in); public: ~CBackProp(); // initializes and allocates memory CBackProp(int nl,int *sz,double b,double a); // backpropogates error for one set of input void bpgt(double *in,double *tgt); // feed forwards activations for one set of inputs void ffwd(double *in); // returns mean square error of the net double mse(double *tgt); // returns i'th output of the net double Out(int i) const; };
Some alternative implementations define a separate class for layer / neuron / connection, and then put those together to form a neural network. Although it is definitely a cleaner approach, I decided to use double *** and double ** to store weights and output etc. by allocating the exact amount of memory required, due to:
double ***
double **
// initializes and allocates memory CBackProp::CBackProp(int nl,int *sz,double b,double a):beta(b),alpha(a) { // Note that the following are unused, // // delta[0] // weight[0] // prevDwt[0] // I did this intentionally to maintain // consistency in numbering the layers. // Since for a net having n layers, // input layer is referred to as 0th layer, // first hidden layer as 1st layer // and the nth layer as output layer. And // first (0th) layer just stores the inputs // hence there is no delta or weight // values associated to it. // set no of layers and their sizes numl=nl; lsize=new int[numl]; for(int i=0;i<numl;i++){ lsize[i]=sz[i]; } // allocate memory for output of each neuron out = new double*[numl]; for( i=0;i<numl;i++){ out[i]=new double[lsize[i]]; } // allocate memory for delta delta = new double*[numl]; for(i=1;i<numl;i++){ delta[i]=new double[lsize[i]]; } // allocate memory for weights weight = new double**[numl]; for(i=1;i<numl;i++){ weight[i]=new double*[lsize[i]]; } for(i=1;i<numl;i++){ for(int j=0;j<lsize[i];j++){ weight[i][j]=new double[lsize[i-1]+1]; } } // allocate memory for previous weights prevDwt = new double**[numl]; for(i=1;i<numl;i++){ prevDwt[i]=new double*[lsize[i]]; } for(i=1;i<numl;i++){ for(int j=0;j<lsize[i];j++){ prevDwt[i][j]=new double[lsize[i-1]+1]; } } // seed and assign random weights srand((unsigned)(time(NULL))); for(i=1;i<numl;i++) for(int j=0;j<lsize[i];j++) for(int k=0;k<lsize[i-1]+1;k++) weight[i][j][k]=(double)(rand())/(RAND_MAX/2) - 1; // initialize previous weights to 0 for first iteration for(i=1;i<numl;i++) for(int j=0;j<lsize[i];j++) for(int k=0;k<lsize[i-1]+1;k++) prevDwt[i][j][k]=(double)0.0; }
This function updates the output value for each neuron. Starting with the first hidden layer, it takes the input to each neuron and finds the output (o) by first calculating the weighted sum of inputs and then applying the Sigmoid function to it, and passes it forward to the next layer until the output layer is updated:
// feed forward one set of input void CBackProp::ffwd(double *in) { double sum; // assign content to input layer for(int i=0;i < lsize[0];i++) out[0][i]=in[i]; // assign output(activation) value // to each neuron usng sigmoid func // For each layer for(i=1;i < numl;i++){ // For each neuron in current layer for(int j=0;j < lsize[i];j++){ sum=0.0; // For input from each neuron in preceding layer for(int k=0;k < lsize[i-1];k++){ // Apply weight to inputs and add to sum sum+= out[i-1][k]*weight[i][j][k]; } // Apply bias sum+=weight[i][j][lsize[i-1]]; // Apply sigmoid function out[i][j]=sigmoid(sum); } } }
The algorithm is implemented in the function void CBackProp::bpgt(double *in,double *tgt). Following are the various steps involved in back-propagating the error in the output layer up till the first hidden layer.
void CBackProp::bpgt(double *in,double *tgt) { double sum;
First, we call void CBackProp::ffwd(double *in) to update the output values for each neuron. This function takes the input to the net and finds the output of each neuron:
The next step is to find the delta for the output layer:
for(int i=0;i < lsize[numl-1];i++){ delta[numl-1][i]=out[numl-1][i]* (1-out[numl-1][i])*(tgt[i]-out[numl-1][i]); }
then find the delta for the hidden layers...
for(i=numl-2;i>0;i--){ for(int j=0;j < lsize[i];j++){ sum=0.0; for(int k=0;k < lsize[i+1];k++){ sum+=delta[i+1][k]*weight[i+1][k][j]; } delta[i][j]=out[i][j]*(1-out[i][j])*sum; } }
Apply momentum (does nothing if alpha=0):
for(i=1;i < numl;i++){ for(int j=0;j < lsize[i];j++){ for(int k=0;k < lsize[i-1];k++){ weight[i][j][k]+=alpha*prevDwt[i][j][k]; } weight[i][j][lsize[i-1]]+=alpha*prevDwt[i][j][lsize[i-1]]; } }
Finally, adjust the weights by finding the correction to the weight.
And then apply the correction:
for(i=1;i < numl;i++){ for(int j=0;j < lsize[i];j++){ for(int k=0;k < lsize[i-1];k++){ prevDwt[i][j][k]=beta*delta[i][j]*out[i-1][k]; weight[i][j][k]+=prevDwt[i][j][k]; } prevDwt[i][j][lsize[i-1]]=beta*delta[i][j]; weight[i][j][lsize[i-1]]+=prevDwt[i][j][lsize[i-1]]; } }
Mean square error is used as a measure of how well the neural net has learnt.
As shown in the sample XOR program, we apply the above steps until a satisfactorily low error level is achieved. CBackProp::double mse(double *tgt) returns just that.
This article, along with any associated source code and files, is licensed under The GNU General Public License (GPLv3)


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new furniture all in a single visit. Simply select this service at checkout.
Full-Service Delivery & Set-Up is not available for fireproof file cabinets & safes, Bush? assembled SKUs and items with an Extended Assortment flag. The $1,000 minimum requirement does not include taxes and shipping charges. The furniture delivery date you receive in your order confirmation reflects delivery to the installer. You will be notified separately with a delivery and installation date for your location of up to 14 additional business days from the date given on your order confirmation.
Additional fees apply to the following: If an installer is not in your immediate area, businesses located in the state of New York, stairs (quoted per stair), before/after working hours (8:00am-5:00pm), weekend deliveries, customer requested installation dates, panel systems, tables over 8 feet and removal of old furniture. Due to the nature of high-volume orders, we need to work directly with the installer for a quote.
- Tackable almond acoustical fabric surface
- 18"H x 72"W x 0.63"D
- For use with cubicle wall
- Aluminum frame
- Require less than 5 minutes to install
- No damage to existing panels or need to dismantle cubicles
- Extenders can be used to ensure maximum privacy and productivity for each work area, separate different departments or bring all cubicles up to the same height for a uniform appearance
- Panels reduce noise levels
- Fits panel from 3" to 3 3/4" thick
Wall Panel System Type : Privacy | Furnishing Color : Putty/Beige | Height (in.) : 18 | Brand : Obex |
Weight : 16.00 lbs. per Each |


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Owner: Keith
Location: greenwood, DE 19950 (United States)
Email: See contact form below to email this seller.
Price: 250.00-300.00
Location: greenwood, DE 19950
Breed: American Pit Bull Terrier
Age:9 wks
TerrificPets.com helps you find puppies for sale from great dog breeders! Please supportour breeders when looking for puppies for sale.
<< Back to For Sale list


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Visit our other Wisconsin Historical Society websites!
The Society has made these lesson plans available to help you teach Wisconsin History. Materials are supported with links to or PDFs of primary sources drawn from collections within the Society's Archives. Designed for grade levels 6-12.
Search by keyword below to find information on secondary grade level lesson plans.
Wisconsin World War II Stories: The Struggle
Wisconsin World War II Stories: Europe
If you have questions about our field trips, lesson plans, or other educational resources, please contact Kurt Griesemer by phone at 608-264-6547 or by email.


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Skype is no longer available at OldApps. You may still use OldApps to find system compatibility.
旧版本 Skype 126.96.36.199
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Skype is a little program for making free calls over the internet to anyone else who also has Skype. It's free and easy to download and use, and works with most computers. Now it also supports video conferencing over the net.
Skype is a proprietary peer-to-peer Internet telephony (VoIP) network, founded by Niklas Zennström and Janus Friis, the creators of KaZaA and competing against established open VoIP protocols like SIP, IAX, or H.323. The Skype Group is headquartered in Luxembourg with offices also in London and Tallinn. The system has a reputation for working across different types of network connections (including firewalls and NAT) because voice packets are routed by the combined users of the free desktop software application. Skype users can speak to other Skype users for free. Skype also has paid services allowing users to call traditional telephone numbers (SkypeOut), receive calls from traditional phones (SkypeIn), and receive voicemail messages.
Skype Features:
- SkypeOut allows Skype users to call traditional telephone numbers
- SkypeIn (beta) allows Skype users to receive calls on their computers dialed by regular phone subscribers
- Skype Voicemail allows callers to leave voice-mail messages for Skype users who are indisposed
- Skype supports group text chat with an interface similar to IRC with 150 People
- Skype Me has opened up a wellspring of people who want to communicate with people from other countries
- Skype 2.0 (and above) supports videoconferencing
更新 : Skype 更新
Did You Know?
SkypeOut allows Skype users to call traditional telephone numbers, including mobile telephones, for a fee.


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Keep walking in comfort with footcare products from FootSmart that help relieve heel pain, arch pain, and ball of foot pain. The foot is the body's foundation, and when feet are unsupported or out of balance, the entire lower body is affected, resulting in ankle pain, knee pain, leg pain, and lower back pain. FootSmart experts know what types of biomechanical shoes, comfortable shoes, and orthopedic shoes, foot health products, back supports, support hosiery and non-binding socks can help solve your foot and lower body health issues. Many of our products are podiatrist designed and reviewed and can help those suffering from plantar fasciitis, bunions, calluses, ingrown toenails, and hammertoes. FootSmart carefully curates over 150 brands of comfort footwear including Orthaheel, Clarks and Easy Spirit in regular widths, wide widths and hard to find extended shoe sizes. Don't live with foot pain, let FootSmart help keep you moving in comfort.
If you enjoy jogging or running, don't miss our new Running Shop that includes helpful information on common running related foot and lower body health injuries that runners experience. We've got the right footcare products for runners, plus cushioning, stability, and motion control running shoes appropriate for your individual foot type.


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Official Media Newsroom
MONTEREY, Calif. (July 19, 2014) - For race car driver Steve Millen, anniversary gifts don't get any sweeter than this. To mark the 20th anniversary of his - and Nissan's - win at the 1994 24 Hours of Le Mans, Millen brought his legendary No. 75 N ...
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