content
stringlengths
22
815k
id
int64
0
4.91M
def select_questions(db: Database) -> List[Row]: """ Selects a list of 20 questions from the database using a spaced-repetition algorithm. The questions are drawn from 3 quizzes in a set ratio: 10 from the first quiz, 7 from the second, and 3 from the third. The quizzes and questions are selec...
28,500
def process_ona_webhook(instance_data: dict): """ Custom Method that takes instance data and creates or Updates an Instance Then Returns True if Instance was created or updated """ instance_obj = process_instance(instance_data) if instance_obj is None: return False return True
28,501
def test_quantized_conv2d_nonfunctional(): """Basic test of the PyTorch quantized conv2d Node with external quantized input on Glow.""" def test_f(a): q = torch.nn.quantized.Quantize(1/16, 0, torch.quint8) dq = torch.nn.quantized.DeQuantize() conv = torch.nn.quantized.Conv2d(1, 1, [...
28,502
def distance(v, w): """the distance between two vectors""" return math.sqrt(squared_distance(v, w))
28,503
def configuration(monkeypatch): """In-memory configuration. Args: monkeypatch: Fixture helper. """ config = configparser.ConfigParser() config.read_dict(dict( api=dict( project='config_project', host='config_host', key='config_key', ) )) monkeypatch.s...
28,504
def client_login_fixture(client): """Define a fixture for patching the aioridwell coroutine to get a client.""" with patch( "homeassistant.components.ridwell.config_flow.async_get_client" ) as mock_client: mock_client.side_effect = client yield mock_client
28,505
def createLayerOnSimFrameDepend(job, layer, onjob, onlayer, onframe): """Creates a layer on sim frame dependency @type job: string @param job: the name of the dependant job @type layer: string @param layer: the name of the dependant layer @type onjob: string @param onjob: the name of the job...
28,506
def QA_SU_save_stock_min_5(file_dir, client=DATABASE): """save stock_min5 Arguments: file_dir {[type]} -- [description] Keyword Arguments: client {[type]} -- [description] (default: {DATABASE}) Returns: [type] -- [description] """ return tdx_file.QA_save_tdx_to_mongo(...
28,507
def get_course_by_name(name): """ Return a course dict for the given name, or None { 'id':id, 'name':name, 'title':title } """ ret = run_sql( """SELECT course, title, description, owner, active, type, practice_visibility, assess_visibility FROM courses ...
28,508
def make_nailgun_transport(nailgun_server, nailgun_port=None, cwd=None): """ Creates and returns a socket connection to the nailgun server. """ transport = None if nailgun_server.startswith("local:"): if platform.system() == "Windows": pipe_addr = nailgun_server[6:] t...
28,509
def delete_chap_credentials(TargetARN=None, InitiatorName=None): """ Deletes Challenge-Handshake Authentication Protocol (CHAP) credentials for a specified iSCSI target and initiator pair. See also: AWS API Documentation Examples Deletes Challenge-Handshake Authentication Protocol (CHAP) creden...
28,510
def timedelta(string): """ Parse :param string: into :class:`datetime.timedelta`, you can use any (logical) combination of Nw, Nd, Nh and Nm, e.g. `1h30m` for 1 hour, 30 minutes or `3w` for 3 weeks. Raises a ValueError if the input is invalid/unparseable. >>> print(timedelta("3w")) 21 days...
28,511
def englishTextNull(englishInputNull): """ This function returns true if input is empty """ if englishInputNull == '': return True
28,512
def test_restrict_inputs(): """Test a basic use of the restrict(inputs=(...)) method.""" code = 'x = a + b\ny = b - c\nz = c**2' b = Block(code) assert_equal(b.inputs, set(['a', 'b', 'c'])) assert_equal(b.outputs, set(['x', 'y', 'z'])) br = b.restrict(inputs=('a', )) names = dict(a=100, b=2...
28,513
def http_set(directive, values, config=None): """Set a directive in http context. If directive exists, the value will be replace in place. If directive not exists, new directive will be created at the beginning of http context. Parameter values can be a list or a string. If values is set to...
28,514
def authority_b(request, configuration, authority_a): """ Intermediate authority_a valid_authority -> authority_a -> authority_b """ authority = configuration.manager.get_or_create_ca("authority_b", hosts=["*.com"], ...
28,515
def filtered_data_time_stats(df): """Displays statistics on the most frequent times of travel for Filtered Data.""" print('-'*40) print('\nCalculating The Most Frequent Times of Travel for Filtered Data...\n') print('-'*40) start_time = time.time() # display month name print("Month is: ",df[...
28,516
def derive(pattern): """ Calculate the first derivative pattern pattern. Smoothes the input first, so noisy patterns shouldn't be much of a problem. """ return np.gradient(smooth_pattern(pattern))
28,517
def gaussian(nm, a, x0, sigma): """ gaussian function """ gaussian_array = a * np.exp(- ((nm - x0) ** 2.0) / (2 * (sigma ** 2.0))) return gaussian_array
28,518
def test_dual_conditions_ge_and_le_dates(df, right): """Test output for interval conditions.""" assume(not df.empty) assume(not right.empty) middle, left_on, right_on = ("E", "Dates", "Dates_Right") expected = ( df.assign(t=1) .merge(right.assign(t=1), on="t") .query(f"{left_...
28,519
def list_to_filename(filelist): """Returns a list if filelist is a list of length greater than 1, otherwise returns the first element """ if len(filelist) > 1: return filelist else: return filelist[0]
28,520
def _get_expiration_seconds(expiration): """Convert 'expiration' to a number of seconds in the future. :type expiration: int, long, datetime.datetime, datetime.timedelta :param expiration: When the signed URL should expire. :rtype: int :returns: a timestamp as an absolute number of seconds. ""...
28,521
def push_data_to_elastic_search(data): """ Post `data` to our ElasticSearch instance at `index_name`. This script was adapted from gitlab-ci/. The index name is hardcoded to a test index for the time being. The ingest goes through the "add_timestamp" pipeline which was created like so: ...
28,522
def parse_encoding(format_, track, supplied_encoding, prompt_encoding): """Get the encoding from the FLAC files, otherwise require the user to specify it.""" if format_ == "FLAC": if track["precision"] == 16: return "Lossless", False elif track["precision"] == 24: return ...
28,523
def move_logfile_to_standard_location(base_file, input_log_file, yaml_outdir=None, log_type='catalog_seed'): """Copy the log file from the current working directory and standard name to a ```mirage_logs``` subdirectory below the simulation data output directory. Rename the log to match the input yaml file n...
28,524
def html_converter(): """I'll be using pandoc as shell command as it is easier than programming it""" folder = "/usr/share/nginx/html/feeds/support_files/rss_text/Mercury-SB4_comparison/mercury" paths = [] for filename in os.listdir(folder): if filename.endswith(".txt"): paths.appen...
28,525
def check_core_dump_setting(): """ checking os core dump setting is right """ errors = [] ret, out = run_shell('ulimit -c') limit = out.strip('\n').strip() if limit != 'unlimited': errors.append(f'core dump file setting limit="{limit}" is incorrect, should set to unlimited') wi...
28,526
def test_init(): """Test return objects""" fd = pf.FrequencyData([1, .5], [100, 200]) # interpolation object interpolator = InterpolateSpectrum( fd, "complex", ("linear", "linear", "linear")) assert isinstance(interpolator, InterpolateSpectrum) # interpolation result signal = inter...
28,527
def disaggregate(model, mains, model_name, num_seq_per_batch, seq_len, appliance, target_scale, stride=1): """ Disaggregation function to predict all results for whole time series mains. :param model: tf model object :param mains: numpy.ndarray, shape(-1,) :param model_name: name...
28,528
def set_path_to_file(categoria: str) -> pathlib.PosixPath: """ Receba uma string com o nome da categoria da lesgilação e retorna um objeto pathlib.PosixPath """ fpath = Path(f"./data/{categoria}") fpath.mkdir(parents=True, exist_ok=True) return fpath
28,529
def transpose_nested_dictionary(nested_dict): """ Given a nested dictionary from k1 -> k2 > value transpose its outer and inner keys so it maps k2 -> k1 -> value. """ result = defaultdict(dict) for k1, d in nested_dict.items(): for k2, v in d.items(): result[k2][...
28,530
def auth_code(): """ Функция для обработки двухфакторной аутентификации :return: Код для двухфакторной аутентификации :rtype: tuple(str, bool) """ tmp = input('Введи код: ') return tmp, True
28,531
def graph_file_read_mtx(Ne: int, Nv: int, Ncol: int, directed: int, filename: str,\ RemapFlag:int=1, DegreeSortFlag:int=0, RCMFlag:int=0, WriteFlag:int=0) -> Graph: """ This function is used for creating a graph from a mtx graph file. compared with the graph_file_read functio...
28,532
def _get_uri(tag, branch, sha1): """ Set the uri -- common code used by both install and debian upgrade """ uri = None if tag: uri = 'ref/' + tag elif branch: uri = 'ref/' + branch elif sha1: uri = 'sha1/' + sha1 else: # FIXME: Should master be the default...
28,533
def compute_inliers (BIH, corners): """ Function: compute_inliers ------------------------- given a board-image homography and a set of all corners, this will return the number that are inliers """ #=====[ Step 1: get a set of all image points for vertices of board coords ]===== all_board_points = [] for ...
28,534
def plotPayloadStates(full_state, posq, tf_sim): """This function plots the states of the payload""" # PL_states = [xl, vl, p, wl] fig8, ax11 = plt.subplots(3, 1, sharex=True ,sharey=True) fig8.tight_layout() fig9, ax12 = plt.subplots(3, 1, sharex=True, sharey=True) fig9.tight_layout() ...
28,535
def draw(p): """ Draw samples based on probability p. """ return np.searchsorted(np.cumsum(p), np.random.random(), side='right')
28,536
def test_register_collection_archive_added_to_routes(): """If your registered collection has an archive, Add the archive to site.routes""" class TestSite(Site): routes = [] t = TestSite() assert not t.routes # Verify that the site routes are empty on creation @t.register_collection ...
28,537
def _autoinit(func): """Decorator to ensure that global variables have been initialized before running the decorated function. Args: func (callable): decorated function """ @functools.wraps(func) def _wrapped(*args, **kwargs): init() return func(*args, **kwargs) retu...
28,538
def export_testing_time_result(): """ Description: I refer tp the answer at stockoverFlow: https://stackoverflow.com/questions/42957871/return-a-created-excel-file-with-flask :return: A HTTP response which is office excel binary data. """ target_info = request.form["target"] workbook = ...
28,539
def get_db(): """Return a DB Session.""" db = SessionLocal() try: yield db finally: db.close()
28,540
def profile_view(user_request: 'Queryset') -> 'Queryset': """ Функция, которая производит обработку данных пользователя и выборку из БД вакансий для конкретного пользователя """ user_id = user_request[0]['id'] area = user_request[0]['area'] experience = user_request[0]['experience'] sala...
28,541
def ground_generator(literal, context, D, D_index=None): """ This function is a generator, which generates entity and the context. Args: literal (a literal instance): context (a dictionary): store the mapping of variables and constants D (a dictionary object): a global object storin...
28,542
def config_vrf(dut, **kwargs): """ #Sonic cmd: Config vrf <add | delete> <VRF-name> eg: config_vrf(dut = dut1, vrf_name = 'Vrf-test', config = 'yes') eg: config_vrf(dut = dut1, vrf_name = 'Vrf-test', config = 'no') """ st.log('Config VRF API') if 'config' in kwargs: config = kwargs['...
28,543
def _worker_command_line(thing, arguments): """ Create a worker command line suitable for Popen with only the options the worker process requires """ def a(name): "options with values" return [name, arguments[name]] * (arguments[name] is not None) def b(name): "boolean op...
28,544
def get_endpoint(arn: Optional[str] = None, opts: Optional[pulumi.InvokeOptions] = None) -> AwaitableGetEndpointResult: """ Resource Type Definition for AWS::S3Outposts::Endpoint :param str arn: The Amazon Resource Name (ARN) of the endpoint. """ __args__ = dict() __args__['ar...
28,545
def solveConsLaborIntMarg( solution_next, PermShkDstn, TranShkDstn, LivPrb, DiscFac, CRRA, Rfree, PermGroFac, BoroCnstArt, aXtraGrid, TranShkGrid, vFuncBool, CubicBool, WageRte, LbrCost, ): """ Solves one period of the consumption-saving model with end...
28,546
def append_child(node, child): """Appends *child* to *node*'s children Returns: int: 1 on success, 0 on failure """ return _cmark.node_append_child(node, child)
28,547
def set_memory(instance): """Set the amount of RAM, in MB, that the virtual machine should allocate for itself from the host. :param instance: nova.objects.instance.Instance """ host_info = get_host_info() if instance.memory_mb > host_info[constants.HOST_MEMORY_AVAILABLE]: raise nova_ex...
28,548
def test_spearman_regression(spearman_evaluator, targets, preds, uncs, spearman_exp): """ Tests the result of the spearman rank correlation UncertaintyEvaluator. """ area = spearman_evaluator.evaluate(targets, preds, uncs) np.testing.assert_array_almost_equal(area, spearman_exp)
28,549
def run_chain(init_part, chaintype, length, ideal_population, id, tag): """Runs a Recom chain, and saves the seats won histogram to a file and returns the most Gerrymandered plans for both PartyA and PartyB Args: init_part (Gerrychain Partition): initial partition of chain chaintype (Str...
28,550
def cliquenet_s2(**kwargs): """CliqueNet-S2""" model = cliquenet(input_channels=64, list_channels=[36, 80, 150, 120], list_layer_num=[5, 5, 6, 6]) return model
28,551
def decConvert(dec): """ This is a number-word converter, but for decimals. Parameters ----- dec:str This is the input value numEngA: dict A dictionary of values that are only up to single digits frstDP: int The first decimal place scndDP: int The second decimal place Returns...
28,552
def train_model(base_model, training_dataset, validation_dataset, output_dir, loss=None, num_epochs=100, patience=20, learning_rate=1e-4): """ Train a model with the given data. Parameters ---------- base_model training_dataset validation_dataset output_di...
28,553
def fit(data, weights, model_id, initial_parameters, tolerance=None, max_number_iterations=None, \ parameters_to_fit=None, estimator_id=None, user_info=None): """ Calls the C interface fit function in the library. (see also http://gpufit.readthedocs.io/en/latest/bindings.html#python) All 2D Num...
28,554
def json_get(cid, item): """gets item from json file with user settings""" with open('data/%s.json' %cid) as f: user = json.load(f) return user[item]
28,555
def debug_info(): """ This function varies version-by-version, designed to help the authors of this package when there's an issue. Returns: A dictionary that contains debug info across the interpret package. """ from . import __version__, status_show_server debug_dict = {} debug_dict["...
28,556
def adaptive_monte_carlo(func, z_min, z_max, epsilon): """ Perform adaptive Monte Carlo algorithm to a specific function. Uniform random variable is used in this case. The calculation starts from 10 division of the original function range. Each step, it will divide the region which has the largest variance....
28,557
def compute_statistics(measured_values, estimated_values): """Calculates a collection of common statistics comporaring the measured and estimated values. Parameters ---------- measured_values: numpy.ndarray The experimentally measured values with shape=(number of data points) estimated_...
28,558
def num_encode(n): """Convert an integer to an base62 encoded string.""" if n < 0: return SIGN_CHARACTER + num_encode(-n) s = [] while True: n, r = divmod(n, BASE) s.append(ALPHABET[r]) if n == 0: break return u''.join(reversed(s))
28,559
def hard_example_mining(dist_mat, labels, return_inds=False): """For each anchor, find the hardest positive and negative sample. Args: dist_mat: pytorch Variable, pair wise distance between samples, shape [N, N] labels: pytorch LongTensor, with shape [N] return_inds: whether to return the indi...
28,560
def failure_comment(request, comment_id): """Отклоняет отзыв с указанием причины""" user = request.user comment = Comment.objects.get(recipient_user=user.id, id=comment_id, failure=False) form = AcceptForm(request.POST or None, initial=model_to_dict(comment), instance=comment) if form.is_valid(): ...
28,561
def CodedVideoGrain(src_id_or_meta=None, flow_id_or_data=None, origin_timestamp=None, creation_timestamp=None, sync_timestamp=None, rate=Fraction(25, 1), duration=Fraction(1, 25), ...
28,562
def test_log_likelihood(model, X_test, y_test): """ Marginal log likelihood for GPy model on test data""" _, test_log_likelihood, _ = model.inference_method.inference( model.kern.rbf_1, X_test, model.likelihood.Gaussian_noise_1, y_test, model.mean_function, model.Y_metadata) return test_log_...
28,563
def test_object_buffered_base_io(): """Tests airfs._core.io_buffered.ObjectBufferedIOBase""" from airfs._core.io_base_raw import ObjectRawIOBase from airfs._core.io_base_buffered import ObjectBufferedIOBase from airfs._core.io_random_write import ( ObjectRawIORandomWriteBase, ObjectBuffe...
28,564
def fov_geometry(release='sva1',size=[530,454]): """ Return positions of each CCD in PNG image for a given data release. Parameters: release : Data release name (currently ['sva1','y1a1'] size : Image dimensions in pixels [width,height] Returns: list : A list of [id, x...
28,565
def parse_descriptor(desc: str) -> 'Descriptor': """ Parse a descriptor string into a :class:`Descriptor`. Validates the checksum if one is provided in the string :param desc: The descriptor string :return: The parsed :class:`Descriptor` :raises: ValueError: if the descriptor string is malforme...
28,566
def HHMMSS_to_seconds(string): """Converts a colon-separated time string (HH:MM:SS) to seconds since midnight""" (hhs,mms,sss) = string.split(':') return (int(hhs)*60 + int(mms))*60 + int(sss)
28,567
def create_check_warnings_reference(warnings_file): """Read warnings_file and compare it with the warnings the compiler actually reported. If the reference file is missing we just check that there are any warnings at all.""" if not os.path.isfile(warnings_file): return check_missing_warnings ...
28,568
def gis_location_onaccept(form): """ On Accept for GIS Locations (after DB I/O) """ if session.rcvars and hasattr(name_dummy_element, "onaccept"): # HTML UI, not XML import name_dummy_element.onaccept(db, session.rcvars.gis_location, request) else: location_id = form.vars...
28,569
def fetch_user_profile(user_id): """ This function lookup a dictionary given an user ID. In production, this should be replaced by querying external database. user_id: User ID using which external Database will be queried to retrieve user profile. return: Returns an user profile corresponding to th...
28,570
def _replace_token_range(tokens, start, end, replacement): """For a range indicated from start to end, replace with replacement.""" tokens = tokens[:start] + replacement + tokens[end:] return tokens
28,571
def softmax_loss_vectorized(W, X, y, reg): """ Softmax loss function, vectorized version. Inputs and outputs are the same as softmax_loss_naive. """ # Initialize the loss and gradient to zero. loss = 0.0 dW = np.zeros_like(W) num_train = X.shape[0] num_classes = W.shape[1] num_dimensions = X.shape[...
28,572
def test_var_length_array(): """Check that length of dict <= length of columns in an array when passed an array.""" plots = make_qqplot(data_array) assert len(plots.keys()) <= data_array.shape[1]
28,573
def test_calling_start_on_connection_observer_returns_itself(do_nothing_connection_observer__for_major_base_class, connection_to_remote): """ connection_observer.start() is asynchronous run. Return itself to allow for acting on it. Simplest (stupi...
28,574
def norm(a): """normalizes input matrix between 0 and 1 Args: a: numpy array Returns: normalized numpy array """ return (a - np.amin(a))/(np.amax(a)-np.amin(a))
28,575
def input_apply_for_lock(driver): """进入门锁申请页面""" if driver.hasElement(driver.ele.WebView_TitleBar_Title): driver.assertEqual(driver.ele.MS_XZWebViewActivit, driver.driver.current_activity, '进入门锁介绍页失败') driver.find_element_desc_click_wait('申请门锁服务') else: driver.assertEqual(driver.ele....
28,576
def collect_path(rf, method="quick", verbose=True): """ Collect paths from RandomForest objects. This function is the most time-consuming part. Output: A list of outputs from get_path_to_max_prediction_terminal_node. """ n_tree = len(rf) result = [] if method == "quick": ...
28,577
def calculate_variance(beta): """ This function calculates variance of curve beta :param beta: numpy ndarray of shape (2,M) of M samples :rtype: numpy ndarray :return variance: variance """ n, T = beta.shape betadot = gradient(beta, 1. / (T - 1)) betadot = betadot[1] normbetad...
28,578
def get_datastore_mo(client, soap_stub, datacenter_name, datastore_name): """ Return datastore managed object with specific datacenter and datastore name """ datastore = get_datastore(client, datacenter_name, datastore_name) if not datastore: return None datastore_mo...
28,579
def _merge_dictionaries(dict1: dict, dict2: dict) -> dict: """ Recursive merge dictionaries. :param dict1: Base dictionary to merge. :param dict2: Dictionary to merge on top of base dictionary. :return: Merged dictionary """ for key, val in dict1.items(): if isinstance(val, dict): ...
28,580
def integrate_profile(rho0, s0, r_s, r_1, rmax_fac=1.2, rmin_fac=0.01, r_min=None, r_max=None): """ Solves the ODE describing the to obtain the density profile :returns: the integration domain in kpc and the solution to the density profile in M_sun / kpc^3 """ G = 4.3e-6 # u...
28,581
def main(): """ Disable FSYNC """ # Disable fsync to fix saving issues util.disable_fsync()
28,582
def create_eval_dataset( task, batch_size, subset): """Create datasets for evaluation.""" if batch_size % jax.device_count() != 0: raise ValueError(f"Batch size ({batch_size}) must be divisible by " f"the number of devices ({jax.device_count()}).") per_device_batch_size = batc...
28,583
def rad2deg(angle): """ Converts radians to degrees Parameters ---------- angle : float, int Angle in radians Returns ------- ad : float Angle in radians Examples -------- >>> rad2deg(pi) 180.000000000000 >>> rad2deg(pi/2) ...
28,584
def center_crop(im, size, is_color=True): """ Crop the center of image with size. Example usage: .. code-block:: python im = center_crop(im, 224) :param im: the input image with HWC layout. :type im: ndarray :param size: the cropping size. :type size: int :param is...
28,585
def read_json(file_path: str) -> Jelm: """reads from a json file path""" with open(file_path) as fp: dump = fp.read() return reads_json(dump)
28,586
def fillCells(cell_bounds, rdx, rdy, rdbathy, dlim=0.0, drymin=0.0, drymax=0.99, pland=None, rotated=False, median_depth=False, smc=False, setadj=False): """Returns a list of depth and land-sea data to correspond with cell bounds list""" print('[INFO] Calculating cell ...
28,587
def main(path): """ from dal import DAL, Field db=DAL('sqlite://catalog.sqlite') db.define_table('catalog_folder', Field('root_id','reference catalog_folder'), Field('path'), Field('title'), Field('header','text'), ...
28,588
def convert_format(input_path, output_path): """Convert format.""" input_string = Path(input_path).read_text() tree = read_newick(input_string) output_string = write_newick(tree) Path(output_path).write_text(output_string)
28,589
def submitter(commander): """Submits commands directly to the command line and waits for the process to finish.""" submiting = subprocess.Popen(commander,shell=True) submiting.wait()
28,590
def mark_item_complete(todo: TodoAndCompleted, idx: int) -> TodoAndCompleted: """ Pop todo['todo'][idx] and append it to todo['complete']. Parameters ---------- todo : TodoAndCompleted A dict containing a to-do list and a list of completed tasks. idx : int Index of an item to mo...
28,591
def draw_legs(): """left and right leg""" radius = constants["radius"] legs = constants["legs"] # I got really lazy here sorry # leftmost peon.seth(270) peon.pencolor("dark gray") peon.pu() peon.circle(radius, legs["principal"]) peon.rt(90) peon.pd() peon.forward(50) ...
28,592
def spatial_pyramid_pooling_2d(x, pyramid_height, pooling_class=None, pooling=None): """Spatial pyramid pooling function. It outputs a fixed-length vector regardless of input feature map size. It performs pooling operation to the input 4D-array ``x`` with different kerne...
28,593
def test_preloadTestDbs(): """ Test preloadTestDbs """ print("Testing staging dbs") priming.setupTest() dbEnv = dbing.gDbEnv dbing.preloadTestDbs() agents = dbing.getAgents() assert agents == ['did:igo:3syVH2woCpOvPF0SD9Z0bu_OxNe2ZgxKjTQ961LlMnA=', 'did:igo:QBRK...
28,594
async def retrieve_seasons_and_teams(client, url): # noqa: E999 """ Retrieves seasons and teams for a single player. """ doc = await get_document(client, url) teams = doc.xpath( "//table[@id='stats_basic_nhl' or @id='stats_basic_plus_nhl']" + "/tbody/tr/td[2]/a/text()") seasons ...
28,595
def plot_cartpole_policy(policy, env, deterministic, plot=True, figname="cartpole_actor.pdf", save_figure=True) -> None: """ Plot a policy for a cartpole environment :param policy: the policy to be plotted :param env: the evaluation environment :param deterministic: whether the deterministic version...
28,596
def array_match_difference_1d(a, b): """Return the summed difference between the elements in a and b.""" if len(a) != len(b): raise ValueError('Both arrays must have the same length') if len(a) == 0: raise ValueError('Arrays must be filled') if type(a) is not np.ndarray: a = np...
28,597
def finder(ll, lats, longs, APIs, pad, max_dist=0.05): """ Determine which lats and longs are within the criteria distance of ll to be included in the same pad The function is designed for use in a recursive program :input ll: latitude and longitude of a point to be considered :input lats: a sor...
28,598
def data_len(system: System) -> int: """Compute number of entries required to serialize all entities in a system.""" entity_lens = [entity.state_size() + entity.control_size() for entity in system.entities] return sum(entity_lens)
28,599