content
stringlengths
22
815k
id
int64
0
4.91M
def normalization(data, dmin=0, dmax=1, save_centering=False): """ Normalization in [a, b] interval or with saving centering x` = (b - a) * (xi - min(x)) / (max(x) - min(x)) + a Args: data (np.ndarray): data for normalization dmin (float): left interval dmax (float): right interval save_centering (bool): if...
5,311,800
def relpath(path: str, start: str = os.curdir) -> str: """Return a relative version of a path""" try: return os.path.relpath(path, start) except ValueError: return path
5,311,801
def normalize_adjacency_matrix(adjacency_matrix): """ Helper function for denoise_predictions. Arguments: adjacency_matrix: A matrix of size h * w, https://en.wikipedia.org/wiki/Adjacency_matrix For this type of normalization, should be symmetric - i.e. from an...
5,311,802
def dl_parse_bsd_lo(link_packet): """parse bsd loopback packet""" if len(link_packet) < 4: return None, None # first 4 bytes are packet size which always less then 256, may be LE or BE if six.byte2int(link_packet) == 0 and six.indexbytes(link_packet, 1) == 0: prot, = struct.unpack(b'>I',...
5,311,803
def test_all_current_members_by_given_party_id(): """all_current_members_by_given_party_id works as expected """ for i in set([x["PartyOrganisationId"] for x in niaopendata.all_current_members()]): r = niaopendata.all_current_members_by_given_party_id(i) _check_valid_list_response(r) for...
5,311,804
def energycalc(spcode0, climatezone, dbh_orig, height, azimuth, distance, vintage, shade_reduction, lu_conversion_shade, lu_conversion_climate, eqpt_cooling_potential, eqpt_heating_potential): """Calculates avoided emissions values given tree and building relationship data. Args: spcode0 - species cod...
5,311,805
def _create_scene_object(token: str, object_type: TrackedObjectType) -> Agent: """ :param token: a unique instance token :param object_type: agent type. :return: a random Agent """ scene = SceneObject.make_random(token, object_type) return Agent( tracked_object_type=object_type, ...
5,311,806
def conv3x3_group(in_planes, out_planes, groups=1, stride=1): """3x3 convolution with padding""" return nn.Conv2d(in_planes, out_planes, kernel_size=3, groups=groups, stride=stride, padding=1, bias=False)
5,311,807
def test_esn_prediction_multiple(): """ The window size is not a multiple of the total future. """ with pytest.raises(AssertionError): pred = esn_prediction(X_in, params_broke) return
5,311,808
def named(name): """Change the name of something (via a decorator).""" def decorator(obj): obj.__name__ = name return obj return decorator
5,311,809
def split_repo_and_dir(repo): """ Split the input string org-name/repo-name/subdir-name/more/sub/dirs (where '/subdir-name/more/sub/dirs' is optional) into org-name/repo-name and subdir-name/more/sub/dirs The second part might be the empty string if no subdir-name was given. """ parts = repo.s...
5,311,810
def plot_2(config, plot_data, fig_path): """Plot eigenvalues of GGN and Hessian.""" # Extract results G_evals = plot_data["G_evals"] H_evals = plot_data["H_evals"] if not len(G_evals) == len(config["decimal_checkpoints"]): print("Not enough results were found. Skipping this config.") ...
5,311,811
def save_upload_file_tmp(upload_file: UploadFile): """Saves recieved dat and returns directory""" try: suffix = Path(upload_file.filename).suffix direc = mkdtemp(dir="dat") with NamedTemporaryFile( delete=False, suffix=suffix, dir=os.path.abspath(direc) ) as tmp: ...
5,311,812
def test_suite(): """ Run the suite of tests for code in this module (this file). """ test(sum_of_squares([2, 3, 4]) == 29) test(sum_of_squares([]) == 0) test(sum_of_squares([2, -3, 4]) == 29)
5,311,813
def loadUZHMensa(baseDate, uzhConnectionInfo, db): """ Loads all meals for all days of the given uzh connection info. <br> Stores the resulting mensa in the mensaMapping object.""" name = uzhConnectionInfo["mensa"] mensaCollection = db["mensas"] if mensaCollection.count_documents({"name": name}, ...
5,311,814
def hits_recorded(pitcher_id=None): """Get the number of hits recorded by each historical pitcher. If pitcherId is specified, only that pitcher is returned. `pitcher_id` is a single string UUID or list of string UUIDs. Returns dictionary {pitcher_id: count}""" params = {} if pitcher_id: par...
5,311,815
def calculateOnlineVariance(data): """ Returns the variance of the given list. :param data: A list of numbers to be measured (ie. the window) :returns: The variance of the data. """ n, mean, M2 = 0, 0, 0 for x in data: n = n + 1 delta = x - mean mean = mean + delta/n M2 = M2 + delta*(x-...
5,311,816
def clamp(x, xmin, xmax): """Constrain a value to lie between two further values, element-wise. The returned value is computed as `min(max(x, xmin), xmax)`. The arguments can be scalars or :class:`~taichi.Matrix`, as long as they can be broadcasted to a common shape. Args: x (:mod:`~taichi...
5,311,817
def log(message, log_class, log_level): """Log information to the console. If you are angry about having to use Enums instead of typing the classes and levels in, look up how any logging facility works. Arguments: message -- the relevant information to be logged log_class -- the category of informa...
5,311,818
def anim_curve_exists(attr_curve_name): """ """ anim_curve = get_anim_curve(attr_curve_name) if not anim_curve: return True else: return False
5,311,819
def create_string(item): """Create strings for tests.""" return WEBEX_TEAMS_TEST_STRING_TEMPLATE.substitute( prefix=WEBEX_TEAMS_TEST_STRING_PREFIX, item=item, datetime=str(datetime.datetime.now()) )
5,311,820
def test_atomic_ncname_length_1_nistxml_sv_iv_atomic_ncname_length_2_3(mode, save_output, output_format): """ Type atomic/NCName is restricted by facet length with value 61. """ assert_bindings( schema="nistData/atomic/NCName/Schema+Instance/NISTSchema-SV-IV-atomic-NCName-length-2.xsd", ...
5,311,821
def save_image_with_legends_and_labels(save_path: str, image: np.ndarray, legends: List[Rectangle], labels: List[str]) -> (plt.Figure, plt.Axes): """ Saves the given image with the given legends rects and labels Args: save_path: the path to the folder to save ...
5,311,822
def test_rename_tab_dialog(ui_no_refs_config_fixture, qtbot, mocker): """ Test, that rename dialog change the name """ from pytestqt.plugin import _qapp_instance main_gui = main_window.MainWindow(_qapp_instance) main_gui.show() main_gui.load(ui_no_refs_config_fixture) qtbot.addWidget(main_gui)...
5,311,823
def test_stsf_on_unit_test_data(): """Test of SupervisedTimeSeriesForest on unit test data.""" # load unit test data X_train, y_train = load_unit_test(split="train", return_X_y=True) X_test, y_test = load_unit_test(split="test", return_X_y=True) indices = np.random.RandomState(0).choice(len(y_train)...
5,311,824
def nod_uploadkey(private, own=False, date=None): """Generate the key for the next News of the Day entry. >>> nod_uploadkey("USK@foo,moo,goo/WebOfTrust/0", own=False, date=datetime.datetime(2010,1,1)) 'SSK@foo,moo,goo/nod-shared-2010-01-01' >>> nod_uploadkey("USK@foo,moo,goo/WebOfTrust/0", own=True, da...
5,311,825
def is_struct(struct): """ Checks if the message is a data structure or an rpc request/response""" return (not struct.name.endswith("Request") and not struct.name.endswith("Response"))
5,311,826
def tcp_nodelay(transport, value): """ Sets or removes tcp nodelay socket option to the given transport's socket if applicable. Parameters ---------- transport : `Any` Asynchronous transport implementation. value : `bool` Value to set tcp nodelay to. """ socket = tra...
5,311,827
def relative_round(value, relative_digits): """Rounds to a given relative precision""" if isinstance(value, tuple): return tuple((relative_round(x, relative_digits) for x in value)) if value == 0 or isinstance(value, str) or np.isnan(value) or np.isinf(value): return value value_preci...
5,311,828
def wind_stress(expts=[]): """ Plot zonally averaged wind stress. Parameters ---------- expts : str or list of str Experiment name(s). """ if not isinstance(expts, list): expts = [expts] # computing results = [] for expt in tqdm_notebook(expts, leave=False, des...
5,311,829
def get_pypi_proxy(): """Returns a RPC ServerProxy object pointing to the PyPI RPC URL. :rtype: xmlrpclib.ServerProxy :return: the RPC ServerProxy to PyPI repository. """ return xmlrpc.client.ServerProxy(PYPI_XMLRPC)
5,311,830
def replace_labels(code): """ Replaces free labels in `code` with integers, and accordingly any label call / branch. For example, code: ('BRANCH', 'L0') ('LABEL', '2+') ('1+',) ('EXIT',) ('LABEL', 'L0') returns: ('BRANCH', 1) ('LABEL', 0) ...
5,311,831
def read_tarfile_csv(path: Union[str, Path], inner_path: str, sep: str = "\t", **kwargs): """Read an inner CSV file from a tar archive. :param path: The path to the tar archive :param inner_path: The path inside the tar archive to the dataframe :param sep: The separator in the dataframe. Overrides Pand...
5,311,832
def hasReturnType(matcher): """Match a function/method with a specified return type >>> from glud import * >>> config = ''' ... class X {}; ... X u(); ... int v(); ... ''' >>> m = functionDecl(hasReturnType(builtinType())) >>> for c in walk(m, parse_string(config).cursor): ... ...
5,311,833
def main(): """ Parse arguments, load key from disk and call either in_toto_record_start or in_toto_record_stop. """ parser = argparse.ArgumentParser( description="Starts or stops link metadata recording") subparsers = parser.add_subparsers(dest="command") subparser_start = subparsers.add_parser('star...
5,311,834
def setup_aws_creds(user, private_key, ip): """AWS 크레덴셜 설치.""" cmds = [ 'mkdir -p ~/.aws', 'cd ~/.aws', 'echo [default] > credentials', 'echo [default] > config' ] ak, sk, dr = get_aws_config() cmd = 'echo "aws_access_key_id = {}" >> credentials'.format(ak) cmds....
5,311,835
def calc_path(filename): """Calculate a filepath based off of current file""" logger.info("calc_path filename: %s", filename) if filename is None: return None filepath = Path(filename) if not filepath.is_absolute(): filepath = Path(__file__, "..", filepath) return filepath.resolv...
5,311,836
def get_hash_command(): """ Get hash reputation and classification. """ # Init main vars headers = ['Hash', 'Rank', 'ClassificationSource', 'Classification'] # Get arguments hash_ = demisto.args().get('hash') type_ = get_hash_type(hash_) if type_ == 'Unknown': return_error('E...
5,311,837
def get_enum_map(mri, name): """ Returns enum value to name and name to enum value map. @param mri mri instance @param name name of enum """ ret = {} tdm = mri.engine.tdm n = len(name) + 1 roles = tdm.getByHierarchicalName(name) constants = roles.getConstants() for c...
5,311,838
def CreateWebsList(AssetInfo, TimePause, TimesFetch): """ Get web pages """ AssetTickers = list(AssetInfo.keys()) # Create a linked list for every asset WebsLists = dict() for s in AssetTickers: WebsLists[s] = WebLinkedList.WebList() # Start crawling for t in range(TimesFetch): ...
5,311,839
def spatial_filter(x, y, z, dx, dy, sigma=3.0): """ des: outlier filtering within the defined spatial region (dx * dy). arg: x, y: coord_x and coord_y (m) z: value dx, dy: resolution in x (m) and y (m) n_sigma: cut-off value thres: max absolute value of data retu...
5,311,840
def save_jit(output_name, run, model): """ Export trained model with JIT Args: output_name (string): output filename model (ResNet): neural net to generate predictions run (int): cycle count """ model = model.eval() model.train(False) example = torch.rand(1, 3, 128, 128).cud...
5,311,841
def _log_add(x, y): """ Add x and y in log space. """ if x == -np.inf: return y if y == -np.inf: return x return np.max([x, y]) + np.log1p(np.exp(-abs(x - y)))
5,311,842
def test_get_access_level_from_id(app): """ Check members' access level according to the database. """ with app.app_context(): db = get_db() cursor = db.cursor() assert utils.get_access_level_from_id(1, cursor) == 255 assert utils.get_access_level_from_id(2, cursor) == 190
5,311,843
def query_by_name(first, last, jurisdictions=None, timeout=None): """Query jurisdictions with an inmate name. :param first_name: Inmate first name to search. :type first_name: str :param last_name: Inmate last name to search. :type last_name: str :param jurisdictions: List of jurisdictions to...
5,311,844
def test_basic(ray_start_with_dashboard): """Dashboard test that starts a Ray cluster with a dashboard server running, then hits the dashboard API and asserts that it receives sensible data.""" assert (wait_until_server_available(ray_start_with_dashboard["webui_url"]) is True) address_info =...
5,311,845
def get_os_info(values=None): """Get operating system info. This is designed to work with Raspbian / Raspberry Pi OS Args: values (list): List of values to print. Supported values are: 'PRETTY_NAME', 'NAME', 'VERSION_ID', ...
5,311,846
def arc_length_3point(A, B, C): """ Returns length of arc defined by 3 points, A, B and C; B is the point in between """ ### Meticulously transcribed from # https://develop.openfoam.com/Development/openfoam/-/blob/master/src/mesh/blockMesh/blockEdges/arcEdge/arcEdge.C p1 = np.asarray(A) p2 = np.asa...
5,311,847
def test_mapping_parse(content): """Content that can be parsed to a mapping""" stream = StringIO(initial_value=content) Mapping.load(stream)
5,311,848
def format_checker(fmt: str, fmt_list: list = GRAPH_FORMATS) -> None: """Check formats.""" if fmt not in fmt_list: raise ValueError( f'The selected sep {fmt} is not valid. Please ensure you use one of the following formats: ' f'{fmt_list}' )
5,311,849
def connect_bucket(cfg): """ TODO: do we really need this? """ return ( cfg.bucket, boto3.client('s3') )
5,311,850
def dsymv(alpha, A, X, beta, Y, Uplo=CblasLower): """ returns y' This function computes the matrix-vector product and sum \M{y' = S{alpha} A x + S{beta} y} for the symmetric matrix A. Since the matrix A is symmetric only its upper half or lower half need to be stored. When Uplo is CblasUpper th...
5,311,851
def doctest_dump(): """Test that profiling can save the stats in a file. Create a temporary file >>> import tempfile >>> tf = tempfile.mkstemp() Now create some stats in that file >>> @profilehooks.profile(filename=tf[1]) ... def f(): ... pass >>> run_...
5,311,852
def view_categories(request): """View category posts view""" categories = Category.objects.all() ret_dict = { 'categories': categories, 'view_rss': 'rss/categories.xml', 'current_nav': 'categories', } ret_dict = __append_common_vars(request, ret_dict) return render(requ...
5,311,853
def test_python_functions(): """ This is useful to ensure nothing has changed """ assert quint(1) == 1 assert quint(2) == 32 assert double(2) == 4 assert triple(2) == 6 assert triple_naive(5) == 15 assert triple_mul(6) == 18 assert unit(2) == 1 assert parent(2) == 243
5,311,854
def zfill_to_collection_size(index: int, collection_size: int) -> str: """ Prepends amount of zeroes required for indexes to be string-sortable in terms of given collection size. Examples: for 10 items prepends up to 1 zero: 1 -> "01", 10 -> "10" for 100 items prepends up to 2 zeroes: 7 -> "...
5,311,855
def parse_fname_meta(file): """ Takes a file name and separates out any/all metadata of interest (Serial ID, Source, NN Tags) Decisions to be made: How strict to be on naming? This should be in the config file... FOR NOW: Only Impose 3 Rules: * UNTIL FIRST "_" is Serial ID (Expect but do...
5,311,856
def print_usage(): """Prints the usage message""" print "Censor a document\n" print "Use: python censor.py x NUM_DOCS s t p heuristic flag\n" print "Arguments:" print "\tif Greedy, x = index of the target document to censor (0 <= x < NUM_DOCS)\n\tif KillNodes, x = percentage of nodes to be shut down...
5,311,857
def _make_grid_spec(storage) -> GridSpec: """Make a grid spec based on a storage spec.""" assert 'tile_size' in storage crs = CRS(storage['crs']) return GridSpec(crs=crs, tile_size=[storage['tile_size'][dim] for dim in crs.dimensions], resolution=[storage['resolu...
5,311,858
async def edit_group_information( group_id, query: UpdateGroupQuery, db: Session = Depends(get_db) ) -> None: """ Update group details. **Potential error codes in response:** * `601`: if the group does not exist, * `250`: if an unknown error occurred. """ try: await environ.env....
5,311,859
def gaussian_2d_cylind(shape, center, resolution, scale, sigma=1, min_range_rho=0): """Generate gaussian map. Args: shape (list[int]): Shape of the map. [y, x] sigma (float): Sigma to generate gaussian map. Defaults to 1. Returns: np.ndarray: Generated gaussian map. [rh...
5,311,860
async def create_specific_guid(guid: str, data: GuidIn): """ Create a record w/ a guid specified in the path. Also cleans up expired records & caches the new record. Raises an exception if you try to overwrite an existing record. """ try: guid = validate_guid(guid) except ValueErro...
5,311,861
def partition(predicate, values): """ Splits the values into two sets, based on the return value of the function (True/False). e.g.: >>> partition(lambda x: x > 3, range(5)) [0, 1, 2, 3], [4] """ results = ([], []) for item in values: results[predicate(item)].append(item...
5,311,862
def get_colors(color='ALL'): """ get color palette as a dictionary """ if color == 'ALL': return color_dict['palette'] return color_dict['palette'][color]
5,311,863
def avoid_line_too_long(pretty_html_text): """ detect any line with more than 998 characters """ lines = pretty_html_text.split('\n') new_lines = [] for line in lines: line_length = len(line) if line_length >= 998: # Cut the line in several parts of 900 characters ...
5,311,864
def tmul_(a: T.Scalar, x: T.FloatTensor) -> T.FloatTensor: """ Elementwise multiplication of tensor x by scalar a. Notes: Modifes x in place Args: x: A tensor. a: scalar. Returns: tensor: Elementwise a * x. """ x.mul_(a)
5,311,865
def stringify_tags(tags, human_readable=False): """ 格式化 Beancount 标签列表 """ if human_readable: if len(tags) == 0: return _('无') return ', '.join(f'#{t}' for t in tags) return ' '.join(f'#{t}' for t in tags)
5,311,866
def is_friday(): """判断是否是周五""" return datetime.date.today().weekday() == 4
5,311,867
def _parse_exclude_images_commands(commands, experiments, reflections): """Parse a list of list of command line options. e.g. commands = [['1:101:200'], ['0:201:300']] or commands = [[101:200]] allowable for a single experiment. builds and returns a list of tuples (exp_id, (start, stop)) """ ...
5,311,868
def test_kql_connect_kql_exceptions(get_ipython): """Check loaded true.""" get_ipython.return_value = _MockIPython() kql_driver = KqlDriver() with pytest.raises(MsticpyKqlConnectionError) as mp_ex: kql_driver.connect(connection_str="la://connection+KqlErrorUnk") check.is_in("Kql response er...
5,311,869
def thomson_spec_series(eleckineng, photeng, T, as_pairs=False): """ Thomson ICS spectrum of secondary photons by series method. Parameters ---------- eleckineng : ndarray Incoming electron kinetic energy. photeng : ndarray Outgoing photon energy. T : float CMB tempera...
5,311,870
def voxel_grid_sampling(coords: np.ndarray, voxel_size: float) -> np.ndarray: """Voxel grid sampling Args: coords: coords (N, C) voxel_size: voxel grid size Returns: samples: sample coords (M, C) """ N, C = coords.shape # get voxel indices. indices_float = coor...
5,311,871
def rosnode_listnodes(namespace=None, list_uri=False, list_all=False): """ Print list of all ROS nodes to screen. @param namespace: namespace to scope list to @type namespace: str @param list_uri: print uris of nodes instead of names @type list_uri: bool @param list_all: print node names ...
5,311,872
def compute_skewness(data): """ Skewness of the data (per channel). Parameters ---------- data : ndarray, shape (n_channels, n_times) Returns ------- output : ndarray, shape (n_channels,) """ ndim = data.ndim return stats.skew(data, axis=ndim - 1)
5,311,873
def piconget(pid, mnpicon, picndir, piconslug, hxclr1, hxclr2, mangle=None, colrful=False, brite=False): """ Function for fetching and manipulating picons """ if direxists(picndir): urlbase = "http://images.pluto.tv/channels/" if mnpicon: urlend = 'solidLogoPNG.png' ...
5,311,874
def rfft(x, n=None, axis=-1, norm=None, overwrite_x=False, *, plan=None): """Compute the one-dimensional FFT for real input. The returned array contains the positive frequency components of the corresponding :func:`fft`, up to and including the Nyquist frequency. Args: x (cupy.ndarray): Array ...
5,311,875
def copy_from_table_row(row, clobber=False): """Perform a single copy operation using information from a single row of a copy_table. Args: param1 (type): The first parameter. param2 (type): The second parameter. Returns: Path: destination path returned by respective copy function. ...
5,311,876
def mustache(template, partials=None, **kwargs): """Usage: {{ mustache('path/to/whatever.mustache', key=value, key1=value1.. keyn=valuen) }} or, with partials {{ mustache('path/to/whatever.mustache', partials={'partial_name': 'path/to/partial.mustache'}, \ key1=value1...
5,311,877
def enable_v2_dtype_behavior(): """Enable the V2 dtype behavior for Keras layers. By default, the V2 dtype behavior is enabled in TensorFlow 2. When enabled, the dtype of Keras layers defaults to floatx (which is typically float32) instead of None. In addition, layers will automatically cast floating-point ...
5,311,878
def from_protos( proto_list: List[american_option_pb2.AmericanEquityOption], american_option_config: "AmericanOptionConfig" = None ) -> Dict[str, Any]: """Creates a dictionary of preprocessed swap data.""" prepare_fras = {} for am_option_proto in proto_list: short_position = am_option_proto.short_...
5,311,879
def proxy_capture(self, link_guid, user_agent=''): """ start warcprox process. Warcprox is a MITM proxy server and needs to be running before, during and after phantomjs gets a screenshot. Create an image from the supplied URL, write it to disk and update our asset model with the path. The heavy l...
5,311,880
def create_operator(key, value, context): """ Create operator instance along with its arguments Args: key: operator name value: operator arguments context (Dict): Python dictionary holding all imported modules Returns: Tasrif pipeline...
5,311,881
def get_combined_segmentation_points(ts, loc_df, time_query, filters_in_df, filter_methods): """ We can have mixed filters in a particular time range for multiple reasons. a) user switches phones from one platform to another b) user signs in simultaneously to phones on both platforms case (b) is not...
5,311,882
def is_experiment(names): """[Check names follows experiment rules] Args: names ([str]): [names founds in the path] Returns: [type]: [True or false ] """ regexps = get_regular_expressions(os.path.join(dir_rules, 'experiment_rules.json')) conditions = [] if type(names) == s...
5,311,883
def est_positif_non_nul(valeur: any): """Indique si la valeur fournie est un entier positif non nul.""" if valeur is not None: if isinstance(valeur, int): return valeur > 0 if isinstance(valeur, float) and valeur.is_integer(): return valeur > 0 return False
5,311,884
def cmd_issuer_hash(cert): """Returns hash of certificate issuer. """ return cert.get_issuer().hash()
5,311,885
def linearly_enhancing_details(alphas, numOfScales=2, window_scale=3): """ :param alphas: the high frequency component of the image calculated with Shearlet transformation. i * j * (kl) array, where i, j are equal to the height and width of the original image, kl is ...
5,311,886
def strip_c(buf, dia): """This is the ugliest python function I've ever written and I'm ashamed that it exists. Can you tell that it's an almost line for line translation of a C program? The two embedded functions were macros. """ pos = bytes(buf, 'ascii', errors='replace') single_q = double_q =...
5,311,887
def map_bool(to_bool) -> bool: """Maps value to boolean from a string. Parameters ---------- to_bool: str Value to be converted to boolean. Returns ------- mapped_bool: bool Boolean value converted from string. Example ------- >>> boolean_string = "True" # can ...
5,311,888
def _format_koff_text(properties, timeunit): """Format text for koff plot. """ tu = "ns" if timeunit == "ns" else r"$\mu$s" text = "{:18s} = {:.3f} {:2s}$^{{-1}} $\n".format("$k_{{off1}}$", properties["ks"][0], tu) text += "{:18s} = {:.3f} {:2s}$^{{-1}} $\n".format("$k_{{off2}}$", properties["ks"][1], t...
5,311,889
def hello(): """Print "Hello World" and return None""" print("Hello World")
5,311,890
def make_volume_svmbir( fn, *, path=".", center_offset=None, T=0.1, p=1.1, sharpness=4.0, snr_db=20.0, max_iterations=500 ): """ Performs reconstruction using ``svmbir`` algorithm. The data is loaded from a single HDF5 file. The results are saved to the same file. Parameters ---------- ...
5,311,891
def annotate_heatmap(im, data=None, valfmt="{x:.2f}", textcolors=("black", "white"), threshold=None, **textkw): """ A function to annotate a heatmap. Parameters ---------- im The AxesImage to be labeled. data Data used to annotate. If No...
5,311,892
def fmt_val(val, shorten=True): """Format a value for inclusion in an informative text string. """ val = repr(val) max = 50 if shorten: if len(val) > max: close = val[-1] val = val[0:max-4] + "..." if close in (">", "'", '"', ']', '}', ')'): ...
5,311,893
def start_nodes(aliases: List[str] = [], ssh_config_file: str = DEFAULT_CHAOS_SSH_CONFIG_FILE) -> bool: """ Start indy-node service on a list of nodes. :param aliases: A list of nodes. Required. :type aliases: List[str] :param ssh_config_file: The relative or absolute path to the SS...
5,311,894
def get_rms_radius(ts): """ Calculate the RMS radius at the different iterations of the timeseries. """ r = [] for iteration in ts.iterations: x, w = ts.get_particle( ['x', 'w'], iteration=iteration ) r.append( np.sqrt( np.average( x**2, weights=w ) ) ) return( 1.e-6*np.array(r) ...
5,311,895
def encode_function_data(function=None, *args): """Encodes the function call so we can work with an initializer. Args: initializer ([brownie.network.contract.ContractTx], optional): The initializer function we want to call. Example: `box.store`. Defaults to None. args (Any, opt...
5,311,896
def analyzeTarget(obj, targetPath): """ This function is used (more during the development cycle than in the runtime application) to analyze the difference between the vertex positions of a mesh object and those recorded in a file on disk. The result is a representation of each vertex displa...
5,311,897
def generate_ranklist(data, rerank_lists): """ Create a reranked lists based on the data and rerank documents ids. Args: data: (Raw_data) the dataset that contains the raw data rerank_lists: (list<list<int>>) a list of rerank list in which each el...
5,311,898
def is_merge_brances_has_written(from_branch, to_branch, merge_msg="auto merge"): """ returns True, if merge is successful and it has modified some untracked_files return False, if there is nothing to merge """ for line in git("merge", from_branch, to_branch, "-m", merge_msg, _iter=True, _tty_out=F...
5,311,899