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printing multiples of numbers
print(list(range(0, (m + 1) * n, n))[1:])
in python, how to convert list of float numbers to string with certain format?
str_list = [['{0:.8e}'.format(flt) for flt in sublist] for sublist in lst]
writing a list to a csv file
writer = csv.writer(output, delimiter='\n')
how to write a only integers numpy 2d array on a txt file
np.savetxt(fname='newPicksData.txt', X=new_picks.astype(int), fmt='%i')
how to create a multilevel dataframe in pandas?
pd.concat([A, B], axis=1)
displaying a grayscale image
imshow(imageArray, cmap='Greys_r')
possible to capture the returned value from a python list comprehension for use a condition?
[expensive_function(x) for x in range(5) if expensive_function(x) % 2 == 0]
how to sort a list according to another list?
a.sort(key=lambda x_y: b.index(x_y[0]))
python - convert dictionary into list with length based on values
[i for i in d for j in range(d[i])]
python regular expression for beautiful soup
soup.find_all('div', class_=re.compile('comment-'))
python numpy: cannot convert datetime64[ns] to datetime64[d] (to use with numba)
df['month_15'].astype('datetime64[D]').tolist()
how to center a window on the screen in tkinter?
root.mainloop()
sum / average an attribute of a list of objects in python
sum(c.A for c in c_list)
convert list `l` to dictionary having each two adjacent elements as key/value pair
dict(zip(l[::2], l[1::2]))
how to detect exceptions in concurrent.futures in python3?
time.sleep(1)
check if string `string` starts with a number
string[0].isdigit()
get the value of the minimum element in the second column of array `a`
a[np.argmin(a[:, (1)])]
factorize all string values in dataframe `s` into floats
(s.factorize()[0] + 1).astype('float')
get a minimum value from a list of tuples `list` with values of type `string` and `float` with nan
min(list, key=lambda x: float('inf') if math.isnan(x[1]) else x[1])
how to set pdb break condition from within source code?
pdb.set_trace()
how to deal with certificates using selenium?
driver.get('https://expired.badssl.com')
how to add an integer to each element in a list?
new_list = [(x + 1) for x in my_list]
convert date string to day of week
datetime.datetime.strptime('January 11, 2010', '%B %d, %Y').strftime('%a')
python - numpy - tuples as elements of an array
a = zeros((ph, pw), dtype=(float, 3))
convert decimal to binary in python
"""{0:#b}""".format(my_int)
python - sort a list of nested lists
sorted(l, key=asum)
find numeric columns in pandas (python)
df._get_numeric_data()
pythonic way to use range with excluded last number?
list(range(0, 100, 5))
print float `a` with two decimal points
print(('{0:.2f}'.format(round(a, 2))))
editing specific line in text file in python
replace_line('stats.txt', 0, 'Mage')
how to extract data from matplotlib plot
gca().get_lines()[n].get_xydata()
what is the easiest way to convert list with str into list with int?
list(map(int, ['1', '2', '3']))
close the window in tkinter
self.root.destroy()
pandas subtract dataframe with a row from another dataframe
pd.DataFrame(df.values - df2.values, columns=df.columns)
how can i set the y axis in radians in a python plot?
plt.show()
python -intersection of multiple lists?
from functools import reduce reduce(set.intersection, [[1, 2, 3, 4], [2, 3, 4], [3, 4, 5, 6, 7]])
pandas dataframe, how do i split a column into two
df['AB'].str.split(' ', 1, expand=True)
round number 4.0005 up to 3 decimal places
round(4.0005, 3)
is there any performance reason to use ndim 1 or 2 vectors in numpy?
b = np.array([[1, 2], [3, 4]])
how to optimize multiprocessing in python
multiprocessing.Process.__init__(self)
flatten a dataframe df to a list
df.values.flatten()
how can i produce a nice output of a numpy matrix?
numpy.set_printoptions(formatter={'float': lambda x: 'float: ' + str(x)})
how to find all positions of the maximum value in a list?
[i for i, j in enumerate(a) if j == m]
sort at various levels in python
top_n.sort(key=lambda t: (-t[1], t[0]))
adding errorbars to 3d plot in matplotlib
plt.show()
how to compute the accumulative sum of a list of tuples
list(itertools.accumulate(lst, lambda a, b: tuple(map(sum, zip(a, b)))))
choosing a maximum randomly in the case of a tie?
max(l, key=lambda x: (x[1], random.random()))
how to get an utc date string in python?
datetime.utcnow().strftime('%Y%m%d')
mark ticks in latex in matplotlib
plt.show()
how do i find the most common words in multiple separate texts?
['data1', 'data3', 'data5', 'data2']
python - create list with numbers between 2 values?
list(range(11, 17))
convert float series into an integer series in pandas
df.resample('1Min', how=np.mean)
how can i insert data into a mysql database?
conn.close()
get an element at index `[1,1]`in a numpy array `arr`
print(arr[1, 1])
remove lines from textfile with python
open('newfile.txt', 'w').writelines(lines[3:-1])
python - combine two dictionaries, concatenate string values?
dict((k, d.get(k, '') + d1.get(k, '')) for k in keys)
pandas - make a column dtype object or factor
df['col_name'] = df['col_name'].astype('category')
pandas groupby: how to get a union of strings
df.groupby('A')['B'].agg(lambda col: ''.join(col))
how do i sort a key:list dictionary by values in list?
mydict = {'name': ['peter', 'janice', 'andy'], 'age': [10, 30, 15]}
how to convert numbers in a string without using lists?
return sum(map(float, s.split()))
how can i get href links from html using python?
print(link.get('href'))
python list of dicts, get max value index
max(enumerate(ld), key=lambda item: item[1]['size'])
numpy fancy indexing in multiple dimensions
print(A.reshape(-1, k)[np.arange(n * m), B.ravel()])
how to transform string into dict
out = [a, b, c, d, e, f]
transform unicode string in python
normalize('NFKD', s).encode('ASCII', 'ignore')
sum each value in a list of tuples
[sum(x) for x in zip(*l)]
numpy matrix to array
A = np.squeeze(np.asarray(M))
python: how to create a file .txt and record information in it
file.write('first line\n')
best way to strip punctuation from a string in python
s = re.sub('[^\\w\\s]', '', s)
how to grab numbers in the middle of a string? (python)
[('34', '3', '234'), ('1', '34', '22'), ('35', '55', '12')]
writing items in list `itemlist` to file `outfile`
outfile.write('\n'.join(itemlist))
changing line properties in matplotlib pie chart
plt.rcParams['patch.edgecolor'] = 'white'
python: removing a single element from a nested list
list = [[6, 5, 4], [4, 5, 6]]
adding up all columns in a dataframe
df['sum'] = df.sum(axis=1)
replace the single quote (') character from a string
"""didn't""".replace("'", '')
how to set a files owner in python?
os.chown(path, uid, gid)
mapping a nested list with list comprehension in python?
nested_list = [[s.upper() for s in xs] for xs in nested_list]
sort list `li` in descending order based on the second element of each list inside list`li`
sorted(li, key=operator.itemgetter(1), reverse=True)
setting an item in nested dictionary with __setitem__
db.__setitem__('a', {'alpha': 'aaa'})
python image library: how to combine 4 images into a 2 x 2 grid?
blank_image = Image.new('RGB', (800, 600))
update the `globals()` dictionary with the contents of the `vars(args)` dictionary
globals().update(vars(args))
python: can a function return an array and a variable?
my_array, my_variable = my_function()
python pandas extract unique dates from time series
df['Date'][0].date()
django: detecting changes of a set of fields when a model is saved
super(Model, self).save(*args, **kwargs)
how to group pandas dataframe entries by date in a non-unique column
data.groupby(data['date'].map(lambda x: x.year))
replace '-' in pandas dataframe `df` with `np.nan`
df.replace('-', np.nan)
case insensitive dictionary search with python
a_lower = dict((k.lower(), v) for k, v in list(a.items()))
utf in python regex
re.compile('\xe2\x80\x93')
find last occurence of multiple characters in a string in python
max(test_string.rfind(i) for i in '([{')
how to reverse a string using recursion?
return reverse(str1[1:] + str1[0])
python: converting from iso-8859-1/latin1 to utf-8
apple.decode('iso-8859-1').encode('utf8')
sqlalchemy count the number of rows with distinct values in column `name` of table `tag`
session.query(Tag).distinct(Tag.name).group_by(Tag.name).count()
how to make it shorter (pythonic)?
do_something()
sorting associative arrays in python
sorted(people, key=lambda dct: dct['name'])
pygtk running two windows, popup and main
gtk.main_iteration()
string manipulation in cython
re.sub(' +', ' ', s)
get a dict of variable names `['some', 'list', 'of', 'vars']` as a string and their values
dict((name, eval(name)) for name in ['some', 'list', 'of', 'vars'])
how to check if all values of a dictionary are 0, in python?
all(value == 0 for value in list(your_dict.values()))
group by interval of datetime using pandas
df1.resample('5Min').sum()
sum all values of a counter in python
sum(my_counter.values())