content stringlengths 22 815k | id int64 0 4.91M |
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def generation(this, genct, thisgen, lastgen):
""" Prints a notice that a generation is done.
"""
print >> this.out, 'Generation {0} complete.'.format(genct) | 5,340,400 |
def extract_zip(filepath):
"""
Function purpose: unzip file (always inside a new folder)
filepath: filepath to zipfile
"""
abs_path = os.path.abspath(filepath)
root_folder = os.path.split(abs_path)[0]
zip_name = os.path.split(abs_path)[1][:-4]
zip_folder_path = os.path.join(root_folder,... | 5,340,401 |
def get_label_parts(label):
"""returns the parts of an absolute label as a list"""
return label[2:].replace(":", "/").split("/") | 5,340,402 |
def get_args():
"""get command-line arguments"""
parser = argparse.ArgumentParser(
description='Argparse Python script',
formatter_class=argparse.ArgumentDefaultsHelpFormatter)
parser.add_argument(
'-c',
'--cdhit',
help='Output file from CD-HIT (clustered proteins)',... | 5,340,403 |
def test_invalid_arguments():
"""Test error messages raised by invalid arguments."""
n_ch, n_times = 2, 100
data = np.random.RandomState(0).randn(n_ch, n_times)
info = create_info(n_ch, 100., 'eeg')
raw = RawArray(data, info, first_samp=0)
# negative floats PTP
with pytest.raises(ValueError... | 5,340,404 |
def assert_array_equal(x: xarray.coding.strings.StackedBytesArray, y: numpy.ndarray):
"""
usage.xarray: 2
"""
... | 5,340,405 |
def alignImages():
"""
how good the the align have to be
"""
MAX_FEATURES = 1000
GOOD_MATCH_PERCENT = 1
tempSearch = 'temp\\'
typeSearch = '.png'
nameSearch = 'align'
imFilename = tempSearch + nameSearch + typeSearch
im1 = cv2.imread(imFilename, cv2.IMREAD_COLOR)
refFilename = "resources... | 5,340,406 |
def combined_spID(*species_identifiers):
"""Return a single column unique species identifier
Creates a unique species identifier based on one or more columns of a
data frame that represent the unique species ID.
Args:
species_identifiers: A tuple containing one or pieces of a unique
... | 5,340,407 |
def use_meter_tide_correction(MainProg):
"""
Function for using internal CG5 tide correction option.
update the Campaign().corr_g list
"""
tide_correction_meter(MainProg.campaigndata) | 5,340,408 |
def live(
lang: str = typer.Argument(
None, callback=lang_callback, autocompletion=complete_existing_lang
)
):
"""
Serve with livereload a docs site for a specific language.
This only shows the actual translated files, not the placeholders created with
build-all.
Takes an optional LA... | 5,340,409 |
def qr(A, prec=1e-10):
"""
computes a faster and economic qr decomposition similar to:
http://www.iaa.ncku.edu.tw/~dychiang/lab/program/mohr3d/source/Jama%5CQRDecomposition.html
"""
m = len(A)
if m <= 0:
return [], A
n = len(A[0])
Rdiag = [0] * n;
QR = copy.deepcopy(A)
fo... | 5,340,410 |
def test_extract_zip(tmpdir):
"""Test Case"""
with pytest.raises(TypeError, match=r'[E001]'):
extract_zip(zip_file=123, unzip_dir=1254)
temp_model_dir = tmpdir.mkdir("sub")
zipped_file = str(temp_model_dir) + "/" + WORD_TOKENIZER_FILE_NAME
download_from_url(WORD_TOKENIZER_WEIGHTS_URL, str(... | 5,340,411 |
def on_task_requested(summary, deduped):
"""When a task is created."""
fields = _extract_job_fields(summary.tags)
fields['deduped'] = deduped
_jobs_requested.increment(fields=fields) | 5,340,412 |
def split_range(r, n):
"""
Computes the indices of segments after splitting a range of r values
into n segments.
Parameters
----------
r : int
Size of the range vector.
n : int
The number of splits.
Returns
-------
segments : list
The list of lists of fi... | 5,340,413 |
def is_connected_to_mongo():
"""
Make sure user is connected to mongo; returns True if connected, False otherwise.
Check below url to make sure you are looking for the right port.
"""
maxSevSelDelay = 1 # how long to spend looking for mongo
try: # make sure this address is running
... | 5,340,414 |
def make_xyY_boundary_data(
color_space_name=cs.BT2020, white=cs.D65, y_num=1024, h_num=1024):
"""
Returns
-------
ndarray
small x and small y for each large Y and hue.
the shape is (N, M, 2).
N is a number of large Y.
M is a number of Hue.
"2" are small x... | 5,340,415 |
def _fill_three_digit_hex_color_code(*, hex_color_code: str) -> str:
"""
Fill 3 digits hexadecimal color code until it becomes 6 digits.
Parameters
----------
hex_color_code : str
One digit hexadecimal color code (not including '#').
e.g., 'aaa', 'fff'
Returns
--... | 5,340,416 |
def normalize(text: str, convert_digits=True) -> str:
"""
Summary:
Arguments:
text [type:string]
Returns:
normalized text [type:string]
"""
# replacing all spaces,hyphens,... with white space
space_pattern = (
r"[\xad\ufeff\u200e\u200d\u200b\x7f\u202a\u2003\xa0\u2... | 5,340,417 |
def register_name_for(entity):
"""
gets the admin page register name for given entity class.
it raises an error if the given entity does not have an admin page.
:param type[pyrin.database.model.base.BaseEntity] entity: the entity class of
a... | 5,340,418 |
def test_open_tigl():
"""Test the function 'open_tigl'"""
# Create TIGL handle for a valid TIXI handles
tixi_handle = cpsf.open_tixi(CPACS_IN_PATH)
tigl_handle = cpsf.open_tigl(tixi_handle)
assert tigl_handle
# Raise error for an invalid TIXI handles
with pytest.raises(AttributeError):
... | 5,340,419 |
def strip_function_tags(tree):
"""Removes all function tags from the tree."""
for subtree in tree.all_subtrees():
subtree.label_suffix = '' | 5,340,420 |
def index():
"""Show all the posts, most recent first."""
db = get_db()
posts = db.execute(
# "SELECT p.id, title, body, created, author_id, username"
# " FROM post p"
# " JOIN user u ON p.author_id = u.id"
# " ORDER BY created DESC"
"SELECT *, l.author_id as love_a... | 5,340,421 |
def get_user_information(fbid, extra_fields=[]):
""" Gets user basic information: first_name, last_name, gender,
profile_pic, locale, timezone
:usage:
>>> # Set the user fbid you want the information
>>> fbid = "<user fbid>"
>>> # Call the function passing the fbid of user.
... | 5,340,422 |
def parseTeam(teamString):
"""Parse strings for data from official Pokemon Showdown format.
Keyword arguemnts:\n
teamString -- a team string, copied from pokepaste or pokemon showdown
"""
pokemonList = teamString.split('\n\n')
teamList = []
#print(pokemonList)
for pokemon in pokemonLis... | 5,340,423 |
def url_scheme(url, path):
"""Treat local URLs as 'file://'."""
if not urlparse(url).scheme:
url = "file://" + os.path.join(path, url)
return url | 5,340,424 |
def mix_style(style_codes,
content_codes,
num_layers=1,
mix_layers=None,
is_style_layerwise=True,
is_content_layerwise=True):
"""Mixes styles from style codes to those of content codes.
Each style code or content code consists of `num_layers` co... | 5,340,425 |
def genKinship(args):
"""
%prog genKinship genotype.mean
Calculate kinship matrix file
"""
p = OptionParser(genKinship.__doc__)
p.add_option('--type', default='1', choices=('1', '2'),
help='specify the way to calculate the relateness, 1: centered; 2: standardized')
p.set_sl... | 5,340,426 |
def train_many_models(extractor, param_grid, data_dir, output_dir=None,
**kwargs):
"""
Train many extractor models, then for the best-scoring model, write
train/test block-level classification performance as well as the model itself
to disk in ``output_dir``.
Args:
ext... | 5,340,427 |
def broadcast(connect_queue, disconnect_queue, event_queue):
"""
Broadcast enqueued events to the connected websockets.
:param connect_queue:
A ``Queue`` instance for new connections.
:param disconnect_queue:
A ``Queue`` instance for disconnected websockets.
:param event_queue:
... | 5,340,428 |
def cleanup_tmps(**kwargs):
"""Remove the temporal directory."""
tmpdir = os.getcwd()
os.chdir('/')
rmtree(tmpdir) | 5,340,429 |
def test_new_justified_is_later_than_store_justified(spec, state):
"""
J: Justified
F: Finalized
fork_1_state (forked from genesis):
epoch
[0] <- [1] <- [2] <- [3] <- [4]
F J
fork_2_state (forked from fork_1_state's epoch 2):
epoch
... | 5,340,430 |
def analyze_iw(aoi, doi, dictionary, size, aoiId):
"""
Function that pre-processes sentinel-2 imagery and runs the LCC change detection algorithm
Parameters:
aoi(ee.Feature): area of interest with property 'landcover'
doi(ee.Date): date of interest
dictionary (ee.Dictionary): ap... | 5,340,431 |
def _build_client_update(model: model_lib.Model,
use_experimental_simulation_loop: bool = False):
"""Creates client update logic for FedSGD.
Args:
model: A `tff.learning.Model` used to compute gradients.
use_experimental_simulation_loop: Controls the reduce loop function for
... | 5,340,432 |
def test_capped_setup(hass, aioclient_mock):
"""Test the default setup."""
config = {'platform': 'startca',
'api_key': 'NOTAKEY',
'total_bandwidth': 400,
'monitored_variables': [
'usage',
'usage_gb',
'limit',
... | 5,340,433 |
def ipv4_addr_check():
"""Prompt user for IPv4 address, then validate. Re-prompt if invalid."""
while True:
try:
return ipaddress.IPv4Address(input('Enter valid IPv4 address: '))
except ValueError:
print('Bad value, try again.')
raise | 5,340,434 |
def test_account_reg_base_query(session, reg_num, reg_type, client_ref, registering, status, start_ts, end_ts):
"""Assert that account registration query base is as expected."""
params: AccountRegistrationParams = AccountRegistrationParams(account_id='PS12345',
... | 5,340,435 |
def text(message):
"""Sent by a client when the user entered a new message.
The message is sent to all people in the room."""
room = session.get('room')
emit('message', {'msg': session.get('name') + ': ' + message['msg']}, room=room)
if room in active_bots.keys():
b = active_bots[room]
... | 5,340,436 |
def getPlugins():
"""
List the plugins located in the plugins folder.
"""
plugins = []
pluginList = os.listdir(PluginFolder)
for pluginName in pluginList:
location = os.path.join(PluginFolder, pluginName)
if not os.path.isdir(location) or not MainModule + ".py" in os.listdir(loc... | 5,340,437 |
def energybalance_erg(ratio,crew,erg,w0=4.3801,dt=0.03,doplot=1,doprint=0,theconst=1.0):
"""
calculates one stroke with ratio as input, using force profile in time domain
"""
# w0 = initial flywheel angular velo
# initialising output values
dv = 100.
vavg = 0.0
vend = 0.0
power = 0.0
#... | 5,340,438 |
def _read_blockstream(file):
"""Read a block from a file."""
while True:
size = file.read(1)[0]
if size == 0:
break
for _ in range(size):
yield file.read(1)[0] | 5,340,439 |
def get_gpu_count():
"""get avaliable gpu count
Returns:
gpu_count: int
"""
gpu_count = 0
env_cuda_devices = os.environ.get('CUDA_VISIBLE_DEVICES', None)
if env_cuda_devices is not None:
assert isinstance(env_cuda_devices, str)
try:
if not env_cuda_devices:... | 5,340,440 |
def get_EXP3_policy(Q, eta, G_previous):
"""
Obtain EXP-3 policy based on a given Q-function. Also, return updated
values of G, to be used in future calls to this function.
Inputs:
1) Q: a num_states x num_actions matrix, in which Q[s][a] specifies
the Q-function in state s... | 5,340,441 |
def table_content(db, table):
"""
return a 2 dimentioanl array cont-aining all table values
========================================================
>>> table_content("sys", "host_ip")
[[1, 2, 3],
[2, 3, 4],
[3, 4, 5]]
========================================================
"""
... | 5,340,442 |
def process_sort_params(sort_keys, sort_dirs, default_keys=None,
default_dir='asc'):
"""Process the sort parameters to include default keys.
Creates a list of sort keys and a list of sort directions. Adds the default
keys to the end of the list if they are not already included.
... | 5,340,443 |
def namify(idx):
"""
Helper function that pads a given file number and return it as per the dataset image name format.
"""
len_data = 6 #Ilsvr images are in the form of 000000.JPEG
len_ = len(str(idx))
need = len_data - len_
assert len_data >= len_, "Error! Image idx being fetched is incorr... | 5,340,444 |
def subreddit_count():
"""
Get number of redditors, percentage of active redditors and growth in new redditors
"""
print("Getting Subreddit Stats now ...")
for key, subreddit_names in {**interested_stocks_subreddits, **interested_crypto_subreddits}.items():
for subreddit_name in subreddit_na... | 5,340,445 |
def delete_meeting(request, club_name, meeting_id):
"""Meeting is deleted by the host"""
meeting = Meeting.objects.get(id=meeting_id)
MeetingAttendance.objects.filter(user=request.user, meeting=meeting).delete()
meeting.delete()
return redirect('meeting_list', club_name) | 5,340,446 |
def log_dir(request):
"""Retrieve user-provided logging directory on the command line."""
yield request.config.getoption("--log-dir") | 5,340,447 |
def get_best_gain(mapping, candidate_mappings, weight_dict, instance_len, cur_match_num, lol1=None):
"""
Hill-climbing method to return the best gain swap/move can get
Arguments:
mapping: current node mapping
candidate_mappings: the candidates mapping list
weight_dict: the weight dictionary
... | 5,340,448 |
def best_predictor(user, restaurants, feature_fns):
"""Find the feature within FEATURE_FNS that gives the highest R^2 value
for predicting ratings by the user; return a predictor using that feature.
Arguments:
user -- A user
restaurants -- A dictionary from restaurant names to restaurants
featu... | 5,340,449 |
def mock_environ():
"""Mock for `os.environ.copy`"""
return {"SOME_ENV_VAR": "42"} | 5,340,450 |
def get_bedtools_coverage_cmd(bam_filename, gff_filename,
output_filename,
require_paired=False):
"""
Get bedtools command for getting the number of reads
from the BAM filename that are strictly contained within
each interval of the GFF.
""... | 5,340,451 |
def test_encode_datetime():
""" encode_datetime() should return a ECMA-262 compliant datetime string. """
val = datetime.datetime(2006, 11, 21, 16, 30)
assert encode_datetime(val) == '2006-11-21T16:30:00' | 5,340,452 |
def get_notes_mapping_dict(notes_list: List) -> Tuple[Dict, np.array]:
"""
Function get list of midi notes and returns mapping for each note
:param notes_list:
:return:
"""
assert len(notes_list) > 0, 'Empty notes list !!'
full_list = sorted(set(notes_list))
notes2idx = {note_e: i for ... | 5,340,453 |
def p_y_given_x(X, mean_x, variance_x):
"""
Calculates the probablity of class
value being y, given label is x.
PARAMETERS
==========
X: list
Input of unknown class values
given by user.
mean_x: ndarray(dtype=int,ndim=1,axis=1)
Mean for given label.
variance_x... | 5,340,454 |
def run_train(cfg, wandb):
"""Train function starts here
Args:
cfg (obj `DictConfig`): This is the config from hydra.
"""
data_directory = cfg.data.data_directory
train_batch_size = cfg.data.train_batch_size
max_seq_len = cfg.task.max_seq_len # Maximum length per sequence
max_pred... | 5,340,455 |
def test_cross_validation_manual_vs_scikit(estimator, build_dataset,
with_preprocessor):
"""Tests that if we make a manual cross-validation, the result will be the
same as scikit-learn's cross-validation (some code for generating the
folds is taken from scikit-learn).
... | 5,340,456 |
def wrf_ll_to_ij(lon, lat, map_proj, truelat1=-999.,truelat2=-999.,stand_lon=999., \
ref_lat=-999,ref_lon=-999,pole_lat=90,pole_lon=0,knowni=-999,\
knownj=-999,dx=-999, dy=-999, latinc=-999., loninc=-999):
"""
Converts lon/lat values to i/j index values.
lon,lat - lat,lon values to ... | 5,340,457 |
def create_specimen_resource(specimen_identifier: List[dict],
patient_reference: dict,
specimen_type: str,
received_datetime: str = None,
collection_datetime: str = None,
note... | 5,340,458 |
def get_attribute_slots(
tracker: "Tracker", object_attributes: List[Text]
) -> List[Dict[Text, Text]]:
"""
Copied from rasa_sdk.knowledge_base.utils and overridden
as we also need to return the entity role for range queries.
If the user mentioned one or multiple attributes of the provided obj... | 5,340,459 |
def pearson_correlation(self, preferences):
"""
Returns the Pearson Correlation of two user_s, A and B by
performing the PPMC calculation on the scatter plot of (a, b)
ratings on the shared set of critiqued titles.
"""
# Store the length to save traversals of the len computation.
# If they ... | 5,340,460 |
def update_stakeholder(id: int, name: str = None, company: str = None, role: str = None,
attitude: str = None, archived: bool = None) -> Stakeholder or None:
"""
Provide a POST API endpoint for updating a specific stakeholder.
:param id: ID of the stakeholder.
:param name: Name o... | 5,340,461 |
def register():
"""Sign up user."""
if current_user.is_authenticated:
return redirect(url_for("homepage"))
form = RegistrationForm()
if form.validate_on_submit():
user = User(
username=form.username.data,
name=form.name.data,
email=form.email.data,
... | 5,340,462 |
def _collect_all_tags(nb=None):
""" a fancy generated note showing #tag per [[]] (and [[]] per #tag)
-> nb/all tags.md
"""
ns = []
ns.append(', '.join([t.tag for t in nb.tags]))
ns.append('\n--- ')
for t in nb.tags:
t_w = f'{t} - '
for n in nb.get_tagged(t):
if not n.name == 'all tags':
t_w += f... | 5,340,463 |
def txt_as_matrix(buff, border):
"""\
Returns the text QR code as list of [0,1] lists.
:param io.StringIO buff: Buffer to read the matrix from.
"""
res = []
code = buff.getvalue().splitlines()
len_without_border = len(code) - border
for l in islice(code, border, len_without_border):
... | 5,340,464 |
def create_logismosb_node(name="LOGISMOSB"):
"""
This function...
:param name:
:return:
"""
node = Node(LOGISMOSB(), name=name)
config = read_machine_learning_config()
return set_inputs(node, config) | 5,340,465 |
def segfault():
"""
(gdb) r <<< $(python2 -c "import pwn;print(pwn.cyclic(128, n=8))")
...
Can you ROP your way out of this?
Program received signal SIGSEGV, Segmentation fault.
0x0000000000400b6e in vuln ()
(gdb) info stack
#0 0x0000000000400b6e in vuln ()
#1 0x6161616161616164 i... | 5,340,466 |
def test_get_source():
"""Tests if source of objects is gotten properly."""
assert source_utils.get_source(pytest.Cache) | 5,340,467 |
def calc_tract_accessibility(tracts, pois, G, weight='length',
func=acc_cumulative_gaussian,k=5,
random_seed=None, func_kws={},
pois_weight_column=None,iter_cap=1_000):
"""
Calculate accessibility by census tract using given... | 5,340,468 |
def _exp_func(x, a, b, c):
"""Exponential function of a single variable, x.
Parameters
----------
x : float or numpy.ndarray
Input data.
a : float
First parameter.
b : float
Second parameter.
c : float
Third parameter.
Returns
-------
flo... | 5,340,469 |
def ilevenshtein(seq1, seqs, max_dist=-1):
"""Compute the Levenshtein distance between the sequence `seq1` and the series
of sequences `seqs`.
`seq1`: the reference sequence
`seqs`: a series of sequences (can be a generator)
`max_dist`: if provided and > 0, only the sequences which distance from
the referen... | 5,340,470 |
def save_ages(history,outdir,index=0):
"""saves all cell ages for each tissue in history"""
if not os.path.exists(outdir): # if the folder doesn't exist create it
os.makedirs(outdir)
filename = "%s/ages_%03d"%(outdir,index)
wfile = open(filename,"w")
for tissue in history:
for age i... | 5,340,471 |
def seek_inactive(x, start, length, direction=-1, abstol=0):
""" Seek inactive region to the left of start
Example
-------
>>> # _______ |
>>> seek_inactive([3, 2, 1, 1, 1, 2, 3, 4, 2], start=7, length=3)
(1, slice(2, 4))
When no sufficiently long sequence is fou... | 5,340,472 |
def test_Coding_inverted():
"""Reverse oriented coding transcript."""
crossmap = Coding(_exons, _cds, True)
# Boundary between 5' and CDS.
invariant(
crossmap.coordinate_to_coding, 43,
crossmap.coding_to_coordinate, (-1, 0, -1, 0))
invariant(
crossmap.coordinate_to_coding, 4... | 5,340,473 |
async def async_setup_entry(
hass: HomeAssistant, config_entry: ConfigEntry, async_add_entities
) -> None:
"""Set up the Firmata sensors."""
new_entities = []
board = hass.data[DOMAIN][config_entry.entry_id]
for sensor in board.sensors:
pin = sensor[CONF_PIN]
pin_mode = sensor[CONF_... | 5,340,474 |
def export(est, export_dir, input_image_size=None):
"""Export graph to SavedModel and TensorFlow Lite.
Args:
est: estimator instance.
export_dir: string, exporting directory.
input_image_size: int, input image size.
Raises:
ValueError: the export directory path is not specified.
"""
if not e... | 5,340,475 |
def word_cross_product_phi(t1, t2):
"""Basis for cross-product features. This tends to produce pretty
dense representations.
Parameters
----------
t1, t2 : `nltk.tree.Tree`
As given by `str2tree`.
Returns
-------
defaultdict
Maps each (w1, w2) in the cross-... | 5,340,476 |
def cube_filter_highpass(array, mode='laplacian', verbose=True, **kwargs):
"""
Apply ``frame_filter_highpass`` to the frames of a 3d or 4d cube.
Parameters
----------
array : numpy ndarray
Input cube, 3d or 4d.
mode : str, optional
``mode`` parameter to the ``frame_filter_highpa... | 5,340,477 |
def train(
mat_dir,
output_dir,
ckpt_dir,
blm_idx,
lr,
weight_decay,
device,
epoch,
):
""" Train refinement stage
Args:
mat_dir (str): mat file directories
output_dir (str): Output dir
ckpt_dir (str): Checkpoint directory for trained models
blm_idx (int): Index for targeted bi... | 5,340,478 |
def translate_text(text: str, url: str, model_id) -> TranslatedObject:
"""Translates a text with the url of a translation server. The url is the url that comes up when you start the
translation model"""
assert type(text) == str, "Text has to be of type string"
assert type(url) == str, "Url has to be of ... | 5,340,479 |
def quantized_avg_pool_run(shape, dtype1, shape_list, dtype2, ksize, strides,
padding, data_format, quant_algo,
scale_mode, scale_sqrt, attrs):
"""run function"""
if not isinstance(shape_list, (list, tuple, type(None))):
raise RuntimeError("shap... | 5,340,480 |
def map_repositories(packages):
"""Map repositories from PES data to RHSM repository id"""
repositories_mapping = _get_repositories_mapping()
repo_without_mapping = set()
for pkg, repo in packages.items():
if repo not in repositories_mapping:
repo_without_mapping.add(pkg)
... | 5,340,481 |
def dry(message, func, *args, **kw):
"""Wraps a function that performs a destructive operation, so that
nothing will happen when a dry run is requested.
Runs func with the given arguments and keyword arguments. If this
is a dry run, print the message rather than running the function."""
if message ... | 5,340,482 |
def move_cups(current: int, cups: CircularLinkedList) -> int: # return the new current cup
"""
1. The crab picks up the three cups that are immediately clockwise of the
current cup. They are removed from the circle; cup spacing is adjusted
as necessary to maintain the circle.
2. The crab selec... | 5,340,483 |
def hire(name, address, salary, manager, is_active, Session=Session):
"""Add an employee to the bank."""
# get manager_id
if manager:
firstname, lastname = split_name(manager)
with Session() as session:
stmt = select(Employee).where(and_(
Employee.firstname == fi... | 5,340,484 |
def get_colormap(n=18, randomize=True):
""" "Get expanded colormap"""
n_colors = np.ceil(n / 6) + 1
cols = []
for col in COLORS:
pal = sns.light_palette(col, n_colors=n_colors)
for rgb in pal[1:]:
cols.append(rgb)
if randomize:
shuffle(cols) # shuffle to break g... | 5,340,485 |
def partition2(n):
""" Coin partitions. Let partition(n) represent the number of different ways in which n coins can be separated into piles.
For example, five coins can be separated into piles in exactly seven different ways, so partition(5)=7. """
# dynamic programming table, table cell (i,j), parition size =... | 5,340,486 |
def all_gather_batch(tensors):
"""
Performs all_gather operation on the provided tensors.
"""
# Queue the gathered tensors
world_size = get_world_size()
# There is no need for reduction in the single-proc case
if world_size == 1:
return tensors
tensor_list = []
output_tensor ... | 5,340,487 |
def get_duration_and_elevation(table):
""""Return an array of duration and elevation gain from an html table"""
try:
hiking_duration = str(table.contents[0].text.strip()) #av.note: want this to be numeric
except:
hiking_duration = ""
try:
elevation_gain_ft = str(
ta... | 5,340,488 |
def display_nft_of_the_day(export: str) -> None:
"""Shows NFT of the day "https://www.coingecko.com/en/nft" [Source: CoinGecko]
NFT (Non-fungible Token) refers to digital assets with unique characteristics.
Examples of NFT include crypto artwork, collectibles, game items, financial products, and more.
... | 5,340,489 |
def show_comparison(model, X_test, y_test, A_test, protected_features, prostprocess_preds):
"""
Returns Dashboard to show comparison of models based on the trade off of the disparity and accuracy
"""
FairlearnDashboard(sensitive_features=A_test, sensitive_feature_names=protected_features,
... | 5,340,490 |
def my_edge(bw, threshold):
"""
2018.11.26
检测图像边缘
返回检测到的边缘二值图像
阈值用于消去检测到的噪声
时间复杂度：
Args：
bw: a grey-scale image with 8-bit depth
threshold: a decimal between 0 and 1
Returns:
bw_edge_binary: 二值化的边缘图像
Raises:
"""
m, n = bw.shape
bw0 = bw.astype(... | 5,340,491 |
def csc_matvec(csc, x):
"""
Matrix vector multiplication
using csc format
"""
if not sparse.isspmatrix_csc(csc):
raise Exception("Matrix must be in csc format")
nrow, ncol = csc.shape
nnz = csc.data.shape[0]
if x.size != ncol:
print(x.size, ncol)
raise Value... | 5,340,492 |
def cmd_IMC2chan(command):
"""
@imc2chan
Usage:
@imc2chan <IMCServer> : <IMCchannel> <channel>
Links an IMC channel to an existing evennia
channel. You can link as many existing
evennia channels as you like to the
IMC channel this way. Running the command with an
existing mapping... | 5,340,493 |
async def delete_all_groups_for_user(
user_id: int, query: CreateActionLogQuery, db: Session = Depends(get_db)
) -> Response:
"""
When a user removes his/her profile, make the user leave all groups.
This API is run asynchronously, and returns a `201 Created` instead of
`200 OK`.
**Potential er... | 5,340,494 |
def encode_base58(s) -> bytes:
"""
Encodes/converts any bytes to Base58 to transmit public key
"""
count = 0
for c in s:
if c == 0:
count += 1
else:
break
num = int.from_bytes(s, 'big')
prefix = '1' * count
result = ''
while num > 0:
... | 5,340,495 |
def get_config():
"""Get config from env vars.
Return:
dict: Keys are: policy_url, dane_id, policy_file_dir, crypto_path,
policy_name, ssids.
"""
config = {}
for x in ["policy_url", "policy_file_dir", "dane_id",
"crypto_path", "policy_name", "app_uid", "roles",
... | 5,340,496 |
def unix_only(f):
"""Only execute on unix systems"""
f.__test__ = os.name == "posix"
return f | 5,340,497 |
def save_chapter(
body,
source_lang,
target_lang,
title,
public=False,
user=None):
"""Save chapter to database
Parameters:
body (string): input text
source_lang (string): source language
target_lang (string): target language
title (string): title of the chapter
publi... | 5,340,498 |
def frequency(g, k, h):
"""
Computes the frequency for a given wave number and water depth
(linear dispersion relationship)
:param k: the wave number
:param g: -- gravitational acceleration
:param h: -- the water depth
:returns omega: -- wave frequency
"""
return np.sqrt(g * k * n... | 5,340,499 |
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