language stringclasses 2
values | func_code_string stringlengths 63 466k |
|---|---|
python | def norm_to_uniform(im, scale=None):
r"""
Take an image with normally distributed greyscale values and converts it to
a uniform (i.e. flat) distribution. It's also possible to specify the
lower and upper limits of the uniform distribution.
Parameters
----------
im : ND-image
The im... |
java | @Override
public final void close(@NotNull Throwable e) {
if (isProcessComplete()) return;
processComplete = true;
doClose(e);
processCompletion.trySetException(e);
afterProcess(e);
} |
python | def parse_stage_name(stage):
"""
Determine the name of a stage.
The stage may be provided already as a name, as a Stage object, or as a
callable with __name__ (e.g., function).
:param str | pypiper.Stage | function stage: Object representing a stage,
from which to obtain name.
:return ... |
python | def getThroughput(self, instId: int) -> float:
"""
Return the throughput of the specified instance.
:param instId: the id of the protocol instance
"""
# We are using the instanceStarted time in the denominator instead of
# a time interval. This is alright for now as all ... |
python | def ply_ascii(elements, file_obj):
"""
Load data from an ASCII PLY file into an existing elements data structure.
Parameters
------------
elements: OrderedDict object, populated from the file header.
object will be modified to add data by this function.
file_obj: open file object... |
python | def _raise_or_extract(self, response):
"""
Raises an exception if the response indicates an API error.
Otherwise returns the object at the 'data' key of the API response.
"""
try:
data = response.json()
except ValueError:
raise JoeException("The ... |
java | public static boolean isSymbolicLink(File file) throws IOException {
// first try using Java 7
try {
// use reflection here
Class<?> filesClass = Class.forName("java.nio.file.Files");
Class<?> pathClass = Class.forName("java.nio.file.Path");
Object path = File.class.getMethod("toPath").i... |
java | @SuppressWarnings("unchecked")
public static boolean dispatchable(Object obj) {
if (obj == null) {
return false;
}
return obj instanceof PrettyLoggable ||
obj instanceof Map ||
obj instanceof Dictionary ||
obj instanceof Iterable ||
obj.getClass().isArray();
} |
java | public int getWhatToShow(int opPos)
{
int axesType = getOp(opPos);
int testType = getOp(opPos + 3);
// System.out.println("testType: "+testType);
switch (testType)
{
case OpCodes.NODETYPE_COMMENT :
return DTMFilter.SHOW_COMMENT;
case OpCodes.NODETYPE_TEXT :
// return DTMFilter... |
java | public static <T> Collector<T, ?, Optional<T>> onlyOne(Predicate<? super T> predicate) {
return filtering(predicate, onlyOne());
} |
python | def load_table(filename):
"""
Load a table from a given file.
Supports csv, tab, tex, vo, vot, xml, fits, and hdf5.
Parameters
----------
filename : str
File to read
Returns
-------
table : Table
Table of data.
"""
supported = get_table_formats()
fmt =... |
python | def log_into(self, target, before_priv_drop=True):
"""Simple file or UDP logging.
.. note:: This doesn't require any Logger plugin and can be used
if no log routing is required.
:param str|unicode target: Filepath or UDP address.
:param bool before_priv_drop: Whether to lo... |
python | def file_crc32(filename, chunksize=_CHUNKSIZE):
"""
calculate the CRC32 of the contents of filename
"""
check = 0
with open(filename, 'rb') as fd:
for data in iter(lambda: fd.read(chunksize), ""):
check = crc32(data, check)
return check |
python | def is_interior(self, node):
# TODO: check docstring
"""Returns True if node is interior to the route, i.e., not adjascent to depot
Parameters
----------
nodes : type
Desc
Returns
-------
bool
True if node is i... |
java | public String getDirectConnectionCipherSuite() {
if (WCCustomProperties.CHECK_REQUEST_OBJECT_IN_USE){
checkRequestObjectInUse();
}
Class<? extends IRequest> requestClass = _request.getClass();
String cipherSuite = null;
if(checkAssignableFromIRequestImpl(requestClass... |
python | def get_qcontent(value):
"""qcontent = qtext / quoted-pair
We allow anything except the DQUOTE character, but if we find any ASCII
other than the RFC defined printable ASCII an NonPrintableDefect is
added to the token's defects list. Any quoted pairs are converted to their
unquoted values, so what... |
java | public ProxyDataSourceBuilder autoRetrieveGeneratedKeys(boolean autoClose, ResultSetProxyLogicFactory factory) {
this.autoRetrieveGeneratedKeys = true;
this.autoCloseGeneratedKeys = autoClose;
this.generatedKeysProxyLogicFactory = factory;
return this;
} |
python | def be_array_from_bytes(fmt, data):
"""
Reads an array from bytestring with big-endian data.
"""
arr = array.array(str(fmt), data)
return fix_byteorder(arr) |
java | private void initializeProjective3(FastQueue<AssociatedTriple> associated ,
FastQueue<AssociatedTripleIndex> associatedIdx ,
int totalViews,
View viewA , View viewB , View viewC ,
int idxViewB , int idxViewC ) {
ransac.process(associated.toList());
List<AssociatedTri... |
python | def join(self, path):
"""
Similar to :func:`os.path.join` but returns a storage object instead.
:param str path: path to join on to this object's URI
:returns: a storage object
:rtype: BaseURI
"""
return self.parse_uri(urlparse(os.path.join(str(self), path)), st... |
java | private void removeCacheByUpdateConditon(Executor executor, MappedStatement mt, String mapperNameSpace,
Object[] args) {
try {
Object parameterObject = args[1];
if(parameterObject != null && parameterObject.getClass().getName().equals(TK_MAPPER_EXAMPLE_CLASS_NAME)){
//清除group下所有缓存
removeCa... |
python | def toParallelTargets(suite, targets):
"""
Produce a list of targets which should be tested in parallel.
For the most part this will be a list of test modules. The exception is
when a dotted name representing something more granular than a module
was input (like an individal test case or test meth... |
java | public Dialog positiveActionBackground(int id){
return positiveActionBackground(id == 0 ? null : getContext().getResources().getDrawable(id));
} |
python | def load(self, path):
"""Load the pickled model weights."""
with io.open(path, 'rb') as fin:
self.weights = pickle.load(fin) |
java | private void snapshotConfig() {
synchronized (configManager) {
maximum = configManager.getPoolMaximum(poolInfo, getType());
minimum = configManager.getPoolMinimum(poolInfo, getType());
weight = configManager.getWeight(poolInfo);
priority = configManager.getPriority(poolInfo);
preemptab... |
python | def get_config_entry(config, url):
"""
Look through config and try to find best matching entry for 'url'
config - result of read_config() or read_global_config()
url - artifactory url to search the config for
"""
if not config:
return None
# First, try to search for the best match
... |
python | def _validate_aud(claims, audience=None):
"""Validates that the 'aud' claim is valid.
The "aud" (audience) claim identifies the recipients that the JWT is
intended for. Each principal intended to process the JWT MUST
identify itself with a value in the audience claim. If the principal
processing ... |
python | def global_hook(handler):
"""add a callback to run in every switch between coroutines
:param handler:
the callback function, must be a function taking 2 arguments:
- the greenlet being switched from
- the greenlet being switched to
be aware that only a weak reference to this f... |
java | public EList<JvmTypeConstraint> getConstraints()
{
if (constraints == null)
{
constraints = new EObjectContainmentWithInverseEList<JvmTypeConstraint>(JvmTypeConstraint.class, this, TypesPackage.JVM_WILDCARD_TYPE_REFERENCE__CONSTRAINTS, TypesPackage.JVM_TYPE_CONSTRAINT__OWNER);
}
return constraints;
} |
python | def posthoc_tamhane(a, val_col=None, group_col=None, welch=True, sort=False):
'''Tamhane's T2 all-pairs comparison test for normally distributed data with
unequal variances. Tamhane's T2 test can be performed for all-pairs
comparisons in an one-factorial layout with normally distributed residuals
but u... |
java | public static <R> DoubleFunction<R> doubleFunction(CheckedDoubleFunction<R> function) {
return doubleFunction(function, THROWABLE_TO_RUNTIME_EXCEPTION);
} |
python | def create_group(self, name):
"""
Create group
:param name: Group name
"""
parameters = {
'name': name
}
url = self.TEAM_GROUPS_URL
connection = Connection(self.token)
connection.set_url(self.production, url)
connection.add_pa... |
python | def rename(self, src_basename, dest_basename, datadir="outdir"):
"""
Rename a file located in datadir.
src_basename and dest_basename are the basename of the source file
and of the destination file, respectively.
"""
directory = {
"indir": self.indir,
... |
python | def is_valid(doi):
"""
Check that a given DOI is a valid canonical DOI.
:param doi: The DOI to be checked.
:returns: Boolean indicating whether the DOI is valid or not.
>>> is_valid('10.1209/0295-5075/111/40005')
True
>>> is_valid('10.1016.12.31/nature.S0735-1097(98)2000/12/31/34:7-7')
... |
python | def __parse_fc_data(fc_data):
"""Parse the forecast data from the xml section."""
from buienradar.buienradar import condition_from_code
fc = []
for daycnt in range(1, 6):
daysection = __BRDAYFC % daycnt
if daysection in fc_data:
tmpsect = fc_data[daysection]
fcdat... |
java | @Override
public void start()
{
super.start();
setResolution(config.getOutput());
addDeviceKeyboard();
addDeviceMouse();
graphics.setGraphic(new ImageBufferHeadless(width, height, Transparency.BITMASK));
ready = true;
} |
python | def write(self, vals):
"""
Overrides orm write method.
@param self: The object pointer
@param vals: dictionary of fields value.
"""
product_obj = self.env['product.product']
h_room_obj = self.env['hotel.room']
folio_room_line_obj = self.env['folio.room.lin... |
java | public void modifed(ServiceReference<ResourceFactory> ref) {
String[] newInterfaces = getServiceInterfaces(ref);
if (!Arrays.equals(interfaces, newInterfaces)) {
unregister();
register(ref, newInterfaces);
} else {
registration.setProperties(getServiceProperti... |
python | def destroy_oaipmh_set(mapper, connection, community):
"""Signal for creating OAI-PMH sets during community creation."""
from invenio_oaiserver.models import OAISet
with db.session.begin_nested():
oaiset = OAISet.query.filter_by(
spec=community.oaiset_spec).one_or_none()
if oaise... |
python | def comparable(self):
"""str: comparable representation of the path specification."""
string_parts = []
if self.location is not None:
string_parts.append('location: {0:s}'.format(self.location))
if self.store_index is not None:
string_parts.append('store index: {0:d}'.format(self.store_inde... |
java | public static void writeShortLittleEndian(ByteBuffer io, short value) {
io.put((byte)(value & 0xFF));
io.put((byte)((value >> 8) & 0xFF));
} |
python | def _initialize(self):
""" Open from caffe weights """
self._graph = tf.Graph()
with self._graph.as_default():
self._input_node = tf.placeholder(tf.float32, (self._batch_size, self._im_height, self._im_width, self._num_channels))
weights = self.build_alexnet_weights()
... |
python | def _jmomentsurfaceMCIntegrand(vz,vR,vT,R,z,df,sigmaR1,gamma,sigmaz1,mvT,n,m,o):
"""Internal function that is the integrand for the vmomentsurface mass integration"""
return df(R,vR*sigmaR1,vT*sigmaR1*gamma,z,vz*sigmaz1,use_physical=False,
func=(lambda x,y,z: x**n*y**m*z**o))\
*numpy... |
java | public ContainerDetail withEnvironment(KeyValuePair... environment) {
if (this.environment == null) {
setEnvironment(new java.util.ArrayList<KeyValuePair>(environment.length));
}
for (KeyValuePair ele : environment) {
this.environment.add(ele);
}
return th... |
python | def interp(x, xp, *args, **kwargs):
"""Wrap interpolate_1d for deprecated interp."""
return interpolate_1d(x, xp, *args, **kwargs) |
java | public WebElementFinder enabled(final Boolean theEnabled) {
Fields fields = new Fields(this);
fields.enabled = theEnabled;
return new WebElementFinder(fields);
} |
java | public static ErrorCode validateProvidedServiceInstance(ProvidedServiceInstance serviceInstance) {
ErrorCode retstr = isIdValid(serviceInstance.getProviderId());
if (retstr != ErrorCode.OK) {
return retstr;
}
retstr = isNameValid(serviceInstance.getServiceName());
i... |
java | public final void process(final File file) {
if (file == null) {
throw new IllegalArgumentException("Argument 'file' cannot be NULL");
}
if (file.isFile()) {
handler.handleFile(file);
} else {
processDir(file);
}
} |
java | public static InterceptorFactory getInstance()
{
if (instance == null)
{
instance = new InterceptorFactory();
OjbConfigurator.getInstance().configure(instance);
}
return instance;
} |
python | def _fit_temporal(noise,
mask,
template,
stimfunction_tr,
tr_duration,
spatial_sd,
temporal_proportion,
temporal_sd,
noise_dict,
fit_thresh,
... |
python | def delete(self, name, kind=None):
"""Removes an input from the collection.
:param `kind`: The kind of input:
- "ad": Active Directory
- "monitor": Files and directories
- "registry": Windows Registry
- "script": Scripts
- "splunktcp": TC... |
java | @Override
public NumberType getNumberType() throws IOException {
JrsValue n = currentNumericNode();
return (n == null) ? null : n.numberType();
} |
java | protected void update(CmsUUID structureId, String rootPath, int type, CmsResourceState resState) {
if (CmsResource.isTemporaryFileName(rootPath)) {
return;
}
m_pathCache.replace(structureId, rootPath);
if (isSitemapConfiguration(rootPath, type)) {
m_workQu... |
java | @SuppressWarnings("unchecked")
@Override
public String convertToDocument(StreamMessage message)
{
if (this.mapper == null)
{
this.mapper = new ObjectMapper();
}
String jsonStr = message.getField(this.field).toString();
Map<String, Object> jsonMap = null;
... |
python | def write(self, filename, content, overwrite=False):
'''
Write content to a file.
:param str filename: The storage root-relative filename
:param content: The content to write in the file
:param bool overwrite: Whether to wllow overwrite or not
:raises FileExists: If the ... |
python | def load_cobra_model(path, notifications):
"""Load a COBRA model with meta information from an SBML document."""
doc = libsbml.readSBML(path)
fbc = doc.getPlugin("fbc")
sbml_ver = doc.getLevel(), doc.getVersion(), fbc if fbc is None else \
fbc.getVersion()
with catch_warnings(record=True) as... |
java | public void useXopAttachmentServiceWithWebClient() throws Exception {
final String serviceURI = "http://localhost:" + port + "/services/attachments/xop";
JAXRSClientFactoryBean factoryBean = new JAXRSClientFactoryBean();
factoryBean.setAddress(serviceURI);
factoryBean.setProper... |
java | private void registerCleanupTimer(W window) {
long cleanupTime = cleanupTime(window);
if (cleanupTime == Long.MAX_VALUE) {
// don't set a GC timer for "end of time"
return;
}
if (windowAssigner.isEventTime()) {
triggerContext.registerEventTimeTimer(cleanupTime);
} else {
triggerContext.registerPr... |
python | def get_point_source_fluxes(self, id, energies, tag=None):
"""
Get the fluxes from the id-th point source
:param id: id of the source
:param energies: energies at which you need the flux
:param tag: a tuple (integration variable, a, b) specifying the integration to perform. If t... |
python | def get_node(self, path):
"""
Returns node from within this particular ``DirNode``, so it is now
allowed to fetch, i.e. node located at 'docs/api/index.rst' from node
'docs'. In order to access deeper nodes one must fetch nodes between
them first - this would work::
d... |
python | def _BuildScanTreeNode(self, path_filter_table, ignore_list):
"""Builds a scan tree node.
Args:
path_filter_table: a path filter table object (instance of
_PathFilterTable).
ignore_list: a list of path segment indexes to ignore, where 0 is the
index of th... |
java | public QueryResult printQuery( Session session,
String jcrSql2,
long expectedNumberOfResults,
Map<String, String> variables ) throws RepositoryException {
return printQuery(session, jcrSql2, Query.JCR_SQL2, ... |
python | def get_vtt_files(inputfile):
"""Return a list of vtt files."""
vtts = []
for f in inputfile:
filename = f.split('.')
filename = '.'.join(filename[0:-1])
vtt = glob(filename + '*.vtt')
if len(vtt) > 0:
vtts.append({'vtt': vtt[0], 'video': f})
if len(vtts) ==... |
python | def set_window_size(self, window, w, h, flags=0):
"""
Change the window size.
:param wid: the window to resize
:param w: the new desired width
:param h: the new desired height
:param flags: if 0, use pixels for units. If SIZE_USEHINTS, then
the units will be ... |
python | def get_next_entity_to_export(self):
"""
Examines the archive_observationExport and archive_metadataExport tables, and builds
either a :class:`meteorpi_db.ObservationExportTask` or a :class:`meteorpi_db.MetadataExportTask` as appropriate.
These task objects can be used to retrieve the un... |
python | def param (self, param, kwargs, default_value=False):
"""gets a param from kwargs, or uses a default_value. if found, it's
removed from kwargs"""
if param in kwargs:
value= kwargs[param]
del kwargs[param]
else:
value= default_value
setattr (sel... |
java | @Deprecated
public static void frontConsume(HttpServletResponse resp, Map<String, String> reqData) throws IOException {
String html = AcpService.createAutoFormHtml(SDKConfig.getConfig().getFrontRequestUrl(), reqData, "UTF-8");
resp.getWriter().write(html);
} |
python | def open(self, bus):
"""
Open a given i2c bus.
:param bus: i2c bus number (e.g. 0 or 1)
:type bus: int
"""
self.fd = os.open("/dev/i2c-{}".format(bus), os.O_RDWR)
self.funcs = self._get_funcs() |
java | public void marshall(InstanceAssociationOutputLocation instanceAssociationOutputLocation, ProtocolMarshaller protocolMarshaller) {
if (instanceAssociationOutputLocation == null) {
throw new SdkClientException("Invalid argument passed to marshall(...)");
}
try {
protocol... |
java | public IPromise<String> getDataSimple() {
Promise result = new Promise();
result.complete("Data", null);
return result;
} |
java | public boolean addSubsystemFileSourceFromModule(String subsystem, FeaturePack.Module module, ArtifactFileResolver artifactFileResolver) throws IOException {
// the subsystem templates are included in module artifacts files
for (ModuleParseResult.ArtifactName artifactName : module.getModuleParseResult().... |
java | public static String fixCase(String s) {
if (s == null || s.length() == 0) {
return s;
}
if ( Character.isUpperCase(s.charAt(0))
&& (s.length() == 1 || Character.isLowerCase(s.charAt(1)))) {
s = s.toLowerCase();
}
return s;
} |
python | def prepare(self):
self.body_html = markdown(
codecs.open(self.abspath, 'r').read(),
extras=['fenced-code-blocks', 'hilite', 'tables', 'metadata'])
self.header = self.body_html.metadata
"""a blog post without tags causes an error ..."""
if 'tags' in self.header:... |
python | def _get_metadata_from_ndk_string(self, gcmt, ndk_string):
"""
Reads the GCMT metadata from line 2 of the ndk batch
"""
gcmt.identifier = ndk_string[:16]
inversion_data = re.split('[A-Z:]+', ndk_string[17:61])
gcmt.metadata['BODY'] = [float(x) for x in inversion_data[1].s... |
java | private byte[] crypt_raw(final byte password[], final byte salt[],
final int log_rounds) {
int rounds, i, j;
final int cdata[] = bf_crypt_ciphertext.clone();
final int clen = cdata.length;
byte ret[];
if ((log_rounds < 4) || (log_rounds > 31)) {
... |
python | def add_missing_children(required_children, element_children):
"""Determine if there are elements not in the children
that need to be included as blank elements in the form.
"""
element_tags = [element.tag for element in element_children]
# Loop through the elements that should be in the form.
f... |
python | def text(self, max_nb_chars=200, ext_word_list=None):
"""
Generate a text string.
Depending on the ``max_nb_chars, returns a string made of words, sentences, or paragraphs.
:example 'Sapiente sunt omnis. Ut pariatur ad autem ducimus et. Voluptas rem voluptas sint modi dolorem amet.'
... |
python | def get_referenced_object_as_list(
prev_obj, obj, dot_separated_name, desired_type=None):
"""
Same as get_referenced_object, but always returns a list.
Args:
prev_obj: see get_referenced_object
obj: see get_referenced_object
dot_separated_name: see get_referenced_object
... |
python | def build_media(self):
"""
Build the media files.
"""
logger.debug("Building media directory")
if self.verbosity > 1:
self.stdout.write("Building media directory")
if os.path.exists(self.media_root) and settings.MEDIA_URL:
target_dir = path.join(se... |
python | def get_child_for_path(self, path):
"""Get a child for a given path.
Rather than repeated calls to get_child, children can be found
by a derivation path. Paths look like:
m/0/1'/10
Which is the same as
self.get_child(0).get_child(-1).get_child(10)
Or,... |
python | def getPcn(dsz, Nv, dimN=2, dimC=1, crp=False, zm=False):
"""Construct the constraint set projection function for convolutional
dictionary update problem.
Parameters
----------
dsz : tuple
Filter support size(s), specified using the same format as the `dsz`
parameter of :func:`bcrop`
... |
python | def add_slide(self, slide_layout):
"""
Return an (rId, slide) pair of a newly created blank slide that
inherits appearance from *slide_layout*.
"""
partname = self._next_slide_partname
slide_layout_part = slide_layout.part
slide_part = SlidePart.new(partname, self... |
java | private int updateNeighbour(Pathfindable mover, int dtx, int dty, Node current, int xp, int yp, int maxDepth)
{
int nextDepth = maxDepth;
final double nextStepCost = current.getCost() + getMovementCost(mover, current.getX(), current.getY());
final Node neighbour = nodes[yp][xp];
if ... |
python | def copy(self):
"""
Returns a copy of this object
:return: A copy of self
"""
retfilters = Filters(self.filter_converter, self.datamodel)
retfilters.filters = copy.copy(self.filters)
retfilters.values = copy.copy(self.values)
return retfilters |
java | private String getDsDefStr(DsDef def) {
return "DS:" + def.getDsName() + ":" + def.getDsType() + ":" + def.getHeartbeat() + ":" + formatDouble(def.getMinValue()) + ":"
+ formatDouble(def.getMaxValue());
} |
python | def _plot_methods(self):
"""A dictionary with mappings from plot method to their summary"""
ret = {}
for attr in filter(lambda s: not s.startswith("_"), dir(self)):
obj = getattr(self, attr)
if isinstance(obj, PlotterInterface):
ret[attr] = obj._summary
... |
java | public ServiceFuture<ConnectionTypeInner> getAsync(String resourceGroupName, String automationAccountName, String connectionTypeName, final ServiceCallback<ConnectionTypeInner> serviceCallback) {
return ServiceFuture.fromResponse(getWithServiceResponseAsync(resourceGroupName, automationAccountName, connectionTy... |
python | def number_of_states(dtrajs, only_used = False):
r"""returns the number of states in the given trajectories.
Parameters
----------
dtraj : array_like or list of array_like
Discretized trajectory or list of discretized trajectories
only_used = False : boolean
If False, will return ma... |
python | def bar(self, width, percent=0):
"""Returns the completed progress bar.
Positional arguments:
width -- the width of the entire bar (including borders).
Keyword arguments:
percent -- the percentage to draw.
"""
width -= self._width_offset
units = int(perc... |
python | def get_thread_id(self):
"""Return thread id"""
if self._id is None:
for thread_id, obj in list(threading._active.items()):
if obj is self:
self._id = thread_id
return self._id |
python | def subscribe(self, callback, existing=True):
"""Invoke `callback` for all distributions
If `existing=True` (default),
call on all existing ones, as well.
"""
if callback in self.callbacks:
return
self.callbacks.append(callback)
if not existing:
... |
java | private void unregister(String path,ZKMBeanInfo bean) throws JMException {
if(path==null)
return;
if (!bean.isHidden()) {
MBeanServer mbs = ManagementFactory.getPlatformMBeanServer();
try {
mbs.unregisterMBean(makeObjectName(path, bean));
}... |
python | def _remove_debug_handlers(self):
"""Remove any handlers with an attribute of debug_only that is True and
remove the references to said handlers from any loggers that are
referencing them.
"""
remove = list()
for handler in self.config[self.HANDLERS]:
if self... |
python | def destroy(self, recursive):
""" Removes all the state elements.
:param recursive: Flag wether to destroy all state elements which are removed
"""
for in_key in list(self.input_data_ports.keys()):
self.remove_input_data_port(in_key, force=True, destroy=recursive)
f... |
python | def cli(wio, get_debug, debug):
'''
Change setting of device.
\b
DOES:
The config command lets you change setting of device through upd.
1. Ensure your device is Configure Mode.
2. Change your computer network to Wio's AP.
\b
EXAMPLE:
wio config --debug [on|off]... |
python | def legacy_conv_act_layer(from_layer, name, num_filter, kernel=(1,1), pad=(0,0), \
stride=(1,1), act_type="relu", use_batchnorm=False):
"""
wrapper for a small Convolution group
Parameters:
----------
from_layer : mx.symbol
continue on which layer
name : str
base name of the... |
python | def parse_date(self, value):
"""A lazy method to parse anything to date.
If input data type is:
- string: parse date from it
- integer: use from ordinal
- datetime: use date part
- date: just return it
"""
if value is None:
raise Exception("U... |
python | def derivative(self, point):
"""Return the derivative in ``point``.
The derivative of the gradient is often called the Hessian.
Parameters
----------
point : `domain` `element-like`
The point that the derivative should be taken in.
Returns
-------
... |
python | def _init_uninit_vars(self):
""" Initialize all other trainable variables, i.e. those which are uninitialized """
uninit_vars = self.sess.run(tf.report_uninitialized_variables())
vars_list = list()
for v in uninit_vars:
var = v.decode("utf-8")
vars_list.append(var... |
python | def hash(hash_type, input_text):
'''Hash input_text with the algorithm choice'''
hash_funcs = {'MD5' : hashlib.md5,
'SHA1' : hashlib.sha1,
'SHA224' : hashlib.sha224,
'SHA256' : hashlib.sha256,
'SHA384' : hashlib.sha384,
'S... |
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