sha256 stringlengths 64 64 | language stringclasses 28
values | size int32 1 491k | lines int32 1 23.2k | content stringlengths 1 200k |
|---|---|---|---|---|
731fbeb99f342ac28228c8a57e8ac602bfee2a6558d4727d86d86af036d55777 | Python | 10,986 | 347 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "table.cells"
_path_str... |
26833594e3319fddbbe2763a489938e29c78f5634c76ea79fef8f5a93205e5e4 | Python | 10,987 | 312 | import scipy.io as sio
import numpy as np
import torch
import torch.utils.data as Data
import re
import random
import glob
from utils import print_c
def load_block_image(path, key_name='block_data', numpy_flag=0, device='cpu', dim=5, transpose_flag=0):
"""
for the Dataset, the output dim would be... |
3b7800a4d9d45eec1fce235c30264f494326393c70dbafbca152b0773cf9368a | Python | 10,990 | 303 | import torch
import numpy as np
import pandas as pd
from tqdm import tqdm
from survival_plus_x.data.util import read_outcome, load_image_as_numpy,\
print_event_censoring_summary
class CancerDataset(object):
def __init__(self,
image_directories,
image_filename,
... |
85739dc9b91a2663947f0f17838c496fe4e5467de3b4e62addb2f4525afa258a | Python | 10,991 | 347 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "table.header"
_path_st... |
e736e7cb3cddfaf39e4718d9e0f5a977a2594ff9dd9cecd9846ec1b95b3fff7a | Python | 10,991 | 282 | # pylint: disable=unused-argument
"""Pyramid Scene Parsing Network"""
from mxnet.gluon import nn
from mxnet.context import cpu
from mxnet.gluon.nn import HybridBlock
from .segbase import SegBaseModel
from .fcn import _FCNHead
# pylint: disable-all
__all__ = ['PSPNet', 'get_psp', 'get_psp_resnet101_coco', 'get_psp_resn... |
12ce7aa3df563b1b5b040ca8dd1226c901617913bfce3c079670e4163808e654 | Python | 11,000 | 286 | import torch
import torch.nn as nn
import einops as ein
from torch_scatter import scatter_mean, scatter_sum
default_activation = nn.GELU()
default_device = torch.device('cuda:0') if torch.cuda.is_available() else torch.device('cpu')
neginf = torch.tensor(-float('inf')).to(default_device)
from torch_scatter... |
094e5b66dcae66e231b62de797b2f8d2b9dd167c0c7b9d39dae12e98726f2e6f | Python | 11,006 | 333 | """Regression coverage for current TorchLens entry-point defaults."""
from __future__ import annotations
from typing import Any
import pytest
import torch
from torch import nn
import torchlens as tl
import torchlens.user_funcs as user_funcs
from torchlens.options import VisualizationOptions
class _DummyLog:
"... |
9fc952c6d81ba0972c9272f2a112b05cb28096dde0538f79a41dd08955dd18c7 | Python | 11,006 | 232 | #==============================================================================#
# Author: Dominik Müller #
# Copyright: 2024 IT-Infrastructure for Translational Medical Research, #
# University of Augsburg ... |
c8da89e0aaade71f54750ef3aa22538202cfbf178ead5eb0f5781b70f85d30c5 | Python | 11,006 | 323 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseLayoutHierarchyType as _BaseLayoutHierarchyType
import copy as _copy
class Rangeslider(_BaseLayoutHierarchyType):
_parent_path_str = "layout.xaxis"
... |
e60950d67ad657f3075fb9016b5ac078eb379fab75dc7c30c7da2b5cd13596d0 | Python | 11,006 | 348 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "bar"
_path_str = "... |
2d4dea50c21a415dd48130fcd1e383e91ebd441553a58ff082a5a11d163059a4 | Python | 11,007 | 328 | from typing import Optional, Union
from anndata import AnnData
from pathlib import Path
import numpy as np
from scipy.sparse import csr_matrix
import pandas as pd
from ._weighting_matrix import (
calculate_weight_matrix,
impute_neighbour,
_WEIGHTING_MATRIX,
_PLATFORM,
)
import stlearn
import scipy
from ... |
fabdd9c892bdadc0272794a4b35c859e2d030a511d4b815a99f7b8221943bc33 | Python | 11,010 | 348 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "pie"
_path_str = "... |
903dbae19ee061dd6a968dc79573adaa6c6f07b8bf4578aed3b794cdbb0a6dcd | Python | 11,011 | 301 | # Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by app... |
75a0f174de50b49e08edf3286bff103540659dafb335260a6aa461556c5e04f8 | Python | 11,014 | 344 | import numpy as np
import pandas as pd
from . import utils
from . import integrity_checks
import warnings
warnings.simplefilter("always", UserWarning)
@utils.copy_td
def add_gradient(trial_data, signal, outfield=None, normalize=False):
"""
Compute the gradient of signal in time
Parameters
----------... |
487962318f18536c7643e28aa5afe9cf94cf2e3cc23e1a885a4766a3ab0e55fd | Python | 11,017 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "pie.title"
_path_str =... |
bf1a3eef65f718590888f80b0737abccb4798352519a2655c8b7a7cdd2e99b1d | Python | 11,021 | 365 | """Duck-typed ergonomic input coercion for TorchLens entry points."""
from __future__ import annotations
from typing import Any
def _coerce_input(model: Any, x: Any) -> Any:
"""Convert common ergonomic inputs to model-ready tensors.
Parameters
----------
model:
Model or model-like object th... |
309783e3a7fe68da8a929515a2b4eeba57db115442dc730d7d6351fc8161d44b | Python | 11,022 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "quiver"
_path_str ... |
810995cdfe8574e4d2b18f5c5f32404722b041520eaa7abfe1a063b2f113367c | Python | 11,027 | 315 | import numpy as np
from keras.src import backend
from keras.src import initializers
from keras.src import random
from keras.src import testing
from keras.src import utils
from keras.src.initializers.random_initializers import compute_fans
from keras.src.layers.attention.multi_head_attention import MultiHeadAttention
... |
d7a11d81cfdfb1b102ed7f71f1e610e060e5939958dd41c9321600ae4164c67a | Python | 11,027 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "scatter"
_path_str... |
86f36fb6024e389c76d5ab9fdd3183ed2083d883e5e4c32e27dc3d38d61b823f | Python | 11,030 | 282 | import os
from types import SimpleNamespace
from dash_extensions.enrich import DashBlueprint, PrefixIdTransform, Output, Input, State
from dash import html, dcc
from utils.utils import custom_prefix_escape
from utils.graphics import loading_wrapper
import blueprints.metrics.utils as utils
from blueprints.translation... |
f407b4bcef74e1ea7a8cb6d91d99e5ebc3492ec8c822d9a4318e8eecaf2bde1b | Python | 11,032 | 297 | #!/usr/bin/env python3
"""
File: interaction_overview_plot.py
Created: 2021/10/21
Last Changed: 2022/02/10
Author: M.Vochteloo
Copyright (C) 2020 University Medical Center Groningen.
A copy of the BSD 3-Clause "New" or "Revised" License can be found in the
LICENSE file in the root directory of thi... |
5bfe5fa5debbc7cc6040094b98dd7b27580b1b9b43f10569ec58755f7e524718 | Python | 11,033 | 237 | #==============================================================================#
# Author: Dominik Müller #
# Copyright: 2024 IT-Infrastructure for Translational Medical Research, #
# University of Augsburg ... |
eb5b1fca37e94bebdb9ebf4256369ebf981563b7671bea8c99b1b6c58e7dc2b3 | Python | 11,033 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "funnel"
_path_str ... |
2e9c66c5da29cb42895622bc2a57790ed35e1050ec9ef1955b8d697fdd67fae6 | Python | 11,034 | 233 | from os.path import join
import os
import numpy as np
import matplotlib.pyplot as plt
from pycircstat.descriptive import mean as cmean
from library.correlogram import ThetaEstimator
from library.script_wrappers import find_nidx_along_traj, gen_precessdf
from library.shared_vars import sim_results_dir, plots_dir
from li... |
7745fc97af975d691606aa37d0dbe9102688a8594b674f7dd2ddbb38e8462b2c | Python | 11,034 | 364 | """
Native directory picker for the portal.
Opens the operating system's own dialog, so a path can be chosen without
typing it, and falls back gracefully where none is available.
"""
from __future__ import annotations
import os
from pathlib import Path
import platform
import shutil
import subprocess
__all__ = ["pi... |
7d822b2ab9ab88db3bb08e4e420f5572f427aaec68c92747bc5fb8469cb0afeb | Python | 11,034 | 288 | """Zero-match disclosure for the halt selector slot and preview backends.
``halt=`` was the ONE selector slot in the public surface outside the
zero-match disclosure family: a typo'd op/module name silently ran the FULL
forward (spending the memory/latency the halt was meant to bound) and handed
back the model's real ... |
a8f426310c367f8a4f5c887b276ceb9c23240125a1c67b3667302ed0384bbead | Python | 11,036 | 368 | import json
from fastapi import FastAPI, status, Request, File, UploadFile, Response
from fastapi.staticfiles import StaticFiles
from typing import Any, List, Dict, Optional
from fastapi.responses import JSONResponse, FileResponse
from pydantic.main import BaseModel
from xyz2swc import convert, standard
from fastapi.ex... |
b19ecb4ca73833bd490546c69aacfb8f994fe201470679be57f5c83649992373 | Python | 11,036 | 287 | '''Feature-to-Generator reconstruction.'''
import glob
import os
from itertools import product
from bdpy.dl.torch.models import AlexNetGenerator
from bdpy.dataform import Features, DecodedFeatures
from bdpy.feature import normalize_feature
from bdpy.util import dump_info
import numpy as np
import PIL.Image
import sc... |
270ba9bf947ec03877d28e1039482e1894073a0f3a7e1d74a4391db5e4422629 | Python | 11,037 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "icicle"
_path_str ... |
e1af274168f1172d6cfd3abd5de99a23f10da4be8c84a3b1ba18bd587828fad7 | Python | 11,038 | 281 | # Copyright 2025 Google.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, soft... |
cbc20276e84f2636eee9e04e633635e9412ade74d783b1be6d268eefff33888e | Python | 11,039 | 275 | # Copyright (c) 2024, Sanghun Cho, Tri Dao.
import pickle
import math
import torch
import torch.nn as nn
import torch.nn.functional as F
from einops import rearrange, repeat
from flash_attn.layers.rotary import apply_rotary_emb
from flash_attn.utils.benchmark import benchmark_all, benchmark_forward, benchmark_backwa... |
042930b04b79265dbd21d7418f09f0ab06e351c77ad2d60d1654b710bceaac62 | Python | 11,042 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "treemap"
_path_str... |
dce13a0563240fa95387f00d5f5dcbd59beafedf26622b502134caf3b4f822c0 | Python | 11,042 | 269 | import os
import time
from rdkit import Chem # safe before ccdc imports
from typing import Tuple, Union
try:
from ccdc.docking import Docker
from ccdc.io import MoleculeReader
from ccdc.io import Entry, Molecule, MoleculeWriter
from ccdc.protein import Protein
except:
print('CSD Python API not ins... |
e3db99fd9ba70d61730c56d2cb1475a40285143537baa8c54dbefce9322499b4 | Python | 11,042 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "scattergeo"
_path_... |
c520b96e2287397ad6ae52f7d20ca3e845638437057dd685ba512baa2674f60b | Python | 11,044 | 359 | from collections import Counter
from regex import D
from utils.json_loader import load_json_into_pandas_dataframe
from utils.utils import create_dict_per_level_for_metric
from utils.evaluation import (
get_metric_on_ECPred40_test,
calc_all_metric_for_ECPred_with_model_proba_and_vocab,
)
from interpretability.e... |
4d980c9c469949f90287eea65d74ac9b40b0ad8104d566a98dee946b4bb3c122 | Python | 11,046 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "box.hoverlabel"
_path_... |
dca1720eacb70ee581ca350cc6857f0838dd84724d67f4c6790b558e3748c185 | Python | 11,046 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "bar.hoverlabel"
_path_... |
ef34df438a3e47d6b8c74c7182231626782e231cb668183ccd9533d7d07707aa | Python | 11,046 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "pie.hoverlabel"
_path_... |
49cc67d5f49da120b1903894149b55a1eafe364ca315998c120e87de9b9a7b20 | Python | 11,047 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "sunburst"
_path_st... |
40719129798da1bec547098d98b4821ddfac6a6418c52f01a8dc529ab371db72 | Python | 11,048 | 186 | d_randnetw = {'True':'_randnetw',
'False':''}
# d_decrease_vox_num = {False: '',
# 987: }
source_layer_map = {
'DCASE2020': {
'GRU_1':'GRU(64, 256, batch_first=True, bidirectional=True)--0--hidden',
'GRU_1-batch':'GRU(64, 256, batch_first=True, bidirectional=Tru... |
7f876db4c1d25954f0d3257744db44f27c61dba824744a5c25dfc5ca5aba46dc | Python | 11,048 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "waterfall"
_path_s... |
a350e9046e5e94b0270efc080187736c65833ffb1cea7f066cb860a63eb8f7df | Python | 11,049 | 281 | import os
import gc
import time
import torch
import numpy as np
from src.read_data import *
from src.get_info_of_rank import *
from src.gpu_sel import *
# used for DDP
import torch.distributed as dist
from torch.nn.parallel import DistributedDataParallel as DDP
# open a file for output information in iterations
fout=o... |
7668054c076291a7672270c042d9e74f2c17a3c5a6d2b8afc198b6c9b2423238 | Python | 11,050 | 286 | """Tigramite causal discovery for time series."""
# Author: Sagar Nagaraj Simha, Jakob Runge <jakob@jakob-runge.com>
#
# License: GNU General Public License v3.0
from __future__ import print_function
import warnings
import numpy as np
from scipy.stats.contingency import crosstab
# from joblib import Parallel, delayed... |
47684ce911c53dce29bcb5d41decbb2d216f46b9e8ad2f44dbdaf46b046a4d67 | Python | 11,051 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "ohlc.hoverlabel"
_path... |
e8621a8969a803966450e00d3e4248300ba6f7b979a46d553242fdb6c943c62e | Python | 11,051 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "cone.hoverlabel"
_path... |
355a86f7f04a018f3581ca784f142b8fe509424eee8239c0de3ac55184f508ab | Python | 11,052 | 280 | """
Helper functions for het.py; primarily counting help.
"""
import numpy as np
from numba import njit
from numba.typed import List
@njit
def edge_core(
cell_data: np.ndarray,
cell_type_index: int,
neighbourhood_bcs: List,
neighbourhood_indices: List,
spot_indices: np.ndarray = None,
neigh_b... |
56a57c8342aabb33c906cfa4eb175650d3d387d03936b73180506e0aee559a22 | Python | 11,052 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "scattersmith"
_pat... |
c105be3d6371408afba4fb2e98427b0a7b4efad47459f5d04c2a48d6f21f9f34 | Python | 11,052 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "funnelarea.title"
_pat... |
f7c918c9ca1d66395e8be3b1bcdc2995c51c1d3d164f1277125248b3a9fcbc22 | Python | 11,052 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "scatterpolar"
_pat... |
4adf1a224a3e64a8f8d9f71b956133e51db2f60d5530f600ebb1d522b99011e2 | Python | 11,053 | 258 | # Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by app... |
51c6913231a363cab076646218eb7105b161ebfb9e95df8ea1a5ebf752253bfd | Python | 11,053 | 328 | import numpy as np
from keras.src import backend
from keras.src import callbacks as callbacks_module
from keras.src import tree
from keras.src.backend.common import standardize_dtype
from keras.src.backend.common.keras_tensor import KerasTensor
from keras.src.backend.numpy.ops.core import is_tensor
from keras.src.trai... |
17c1524ac587b7e132cfbd563e03e6a5e3a8380f0b313b62d7a7571f47622677 | Python | 11,056 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "splom.hoverlabel"
_pat... |
97c80157fe2d736b1cfca5d7abb97cb1483485caafd3ef0f9f3c1e14ff1965e4 | Python | 11,056 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "table.hoverlabel"
_pat... |
9a7347527c3373a4c96cae7d9baf6794ebfa125fab608c71bab49a20a8e15478 | Python | 11,056 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "image.hoverlabel"
_pat... |
11f7dee8a2f4665d857a7c21f7e2d34d235d6c5861a4222916a7bc42b766a3b1 | Python | 11,057 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "scattercarpet"
_pa... |
63fabe2c8b5414527e9b066cb5e09d491f87e1cf5a6d5640b5aad4170b2f31d2 | Python | 11,057 | 213 | # coding: utf-8
# Copyright (c) Facebook, Inc. and its affiliates.
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
""" Dataset for object bounding box regression.
An axis aligned bounding box is parameterized by (cx,cy,cz) and (dx,dy,dz)
whe... |
78328f14e1927172f23cf2026ceaab1323ac5e50b3f584c88602e0ef838761aa | Python | 11,057 | 318 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseLayoutHierarchyType as _BaseLayoutHierarchyType
import copy as _copy
class Button(_BaseLayoutHierarchyType):
_parent_path_str = "layout.xaxis.rangesel... |
f412f29b659a80dd4e293c50f3c31ef8a6cb64d37f689d975868c8594c4bb524 | Python | 11,057 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "funnelarea"
_path_... |
5924cfa5a1c9ce6bbc513a4dacf707ced749b036de5977907d42e42e7d1246bf | Python | 11,058 | 281 | """B1-01: a halted preview-backend capture never stamps COMPLETE.
Every preview backend (tf / mlx / tinygrad / paddle / jax) settles through the
ONE ``stamp_backend_finalized`` chokepoint as the last act of its capture
entry. Paddle ships ``halt=`` and MLX carries ``_mlx_halt_selector``; both
catch their ``HaltSignal`... |
f0f2d4f9bd5364a96b2b371bc90a2b6cd894a84c642cbd79015bdb59c1861b31 | Python | 11,060 | 336 | import numpy as np
import random
#from scipy.sparse.extract import find
from scipy.sparse import find
import torch
import torch.nn as nn
import torch.nn.functional as F
from sklearn.metrics import confusion_matrix
from sklearn.model_selection import train_test_split
from torch.nn.modules import conv
from torch_geometri... |
2115c086209cf60f2e1e0417d4865d7686f0629ae951893b93b85e6ef578b3e1 | Python | 11,061 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "funnel.hoverlabel"
_pa... |
38699dc6b70ec3ad29b528477422222b187c1ff11ea32ec2a2d182e6b56f6e45 | Python | 11,061 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "sankey.hoverlabel"
_pa... |
55f19c2b8c59de06ab366e028873ceb0a2d120d2ee1a7b0c19a86d2daba71a8a | Python | 11,061 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "volume.hoverlabel"
_pa... |
5f9d3e1c63e166d278d98154a6beff202ad4e1aa7e39244cea5c11dc4c3ea273 | Python | 11,061 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "violin.hoverlabel"
_pa... |
77210e5f98ab7a5cac48f7dc088faed2a519f1528f2f5282cb03c3f2188b727c | Python | 11,061 | 321 | # Copyright 2025 Google.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, soft... |
8ca373f680d97f9e11543e0886b1dc5f77cad49c0600df5d2903c497b68e94c9 | Python | 11,061 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "quiver.hoverlabel"
_pa... |
9659c73b3867471ba27edcd0c3f879b71ebec4f644cf125fa6ad52c265d6f71b | Python | 11,061 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "icicle.hoverlabel"
_pa... |
b71014d9ed2f62c7350ddf2ba2cd62f1823b611625e4b0f221d639302e94a033 | Python | 11,061 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "mesh3d.hoverlabel"
_pa... |
06c36250f5eb9c0f45387044b83e3c2feeff05669f6b5434304c60b1334236a6 | Python | 11,062 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "scatterternary"
_p... |
8722b687fe35f022485fcfb18b28e9774c4aaf1004d3fd5ebb82f71ddf2a0fb2 | Python | 11,064 | 222 | """Prepare the Kinetics400 dataset
==================================
`Kinetics400 <https://deepmind.com/research/open-source/kinetics>`_ is an action recognition dataset
of realistic action videos, collected from YouTube. With 306,245 short trimmed videos
from 400 action categories, it is one of the largest and most... |
1a4782ef2bfbf26363c50cea520098ad824f6ba97bb007b993ba7e945ea5b6b6 | Python | 11,065 | 248 | """Region Proposal Networks Definition."""
from __future__ import absolute_import
import mxnet as mx
from mxnet import autograd
from mxnet import gluon
from mxnet.gluon import nn
from .anchor import RPNAnchorGenerator
from .proposal import RPNProposal
class RPN(gluon.HybridBlock):
r"""Region Proposal Network.
... |
522939b86364ed15a30e1bf6cc0294447a6ee7c10483e142bf51990e932d81e5 | Python | 11,065 | 235 | from skimage import filters
import nibabel
import numpy as np
import pandas as pd
from display import *
def otsu_filtering(im):
if len(im.shape) > 3:
max_int = np.median(im[..., 0])
max_int_pos = 0
for i in range(im.shape[3]):
if np.median(im[..., i]) > max_int:
... |
0f7df6d633cacf40104762c90c7217a547906e34c127ffad0aca63a31e542b0c | Python | 11,066 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "contour.hoverlabel"
_p... |
2bd6be220c635e6d52d36728796c677ffe8ad30650b7b1f624d7d55c401ab76d | Python | 11,066 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "surface.hoverlabel"
_p... |
802dccd190fe33f78d1ab07e33ccb9f6f74078389fe7667c04053ceef1304950 | Python | 11,066 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "treemap.hoverlabel"
_p... |
88d76c041a81335d1ea9c1344762738a2289cdfd2910082da706975355ec558f | Python | 11,066 | 318 | """Advantage Actor Critic (A2C)"""
from argparse import ArgumentParser
from collections import OrderedDict
from typing import Any, Iterator, List, Tuple
import numpy as np
import torch
from pytorch_lightning import LightningModule, Trainer, seed_everything
from pytorch_lightning.callbacks import ModelCheckpoint
from t... |
e789f17f5dc34ecdc3af60fdf5dff4604471352bf65543cba358587d9df95a5a | Python | 11,066 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "scatter.hoverlabel"
_p... |
eb3532740dd408ec67a8c19ae013ab0c134e698fe1ba26345834279721130601 | Python | 11,066 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "heatmap.hoverlabel"
_p... |
47c18c7515ade470420d743de55e322e79b1b4ccf834e15867398c6525bfd52f | Python | 11,068 | 328 | # coding=utf-8
# Copyright 2023 The Google Research Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicab... |
319cdda55e530f7442f65f24de7fa896180e77596337ac1730b7a5b4bd92f228 | Python | 11,071 | 237 | import math
from Configurations import CNN
from numba import cuda, float32, uint32, int64
from numba.cuda.random import create_xoroshiro128p_states, xoroshiro128p_uniform_float32, xoroshiro128p_normal_float32
from inspect import signature
'''
NOTE:
Using numba cuda jit wrapper for generation of simulation data in para... |
33068834d35f999a438cb96f6433db05b3d590d50c08f7e355f0cbea065ccce0 | Python | 11,071 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "barpolar.hoverlabel"
_... |
c80070d3f62c758de31784495b3551e407ba14abc0d35bf9d44f67d7d5659a6d | Python | 11,071 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "sunburst.hoverlabel"
_... |
215cee7c493d0f76130ba5b012e08a7eb2581c510a8de2968bd6e8bd7fd27527 | Python | 11,075 | 252 | # SPDX-License-Identifier: LGPL-2.1-or-later
#!/usr/bin/env python
#-*- coding: utf-8 -*-
import os
from collections import OrderedDict
import numpy as np
from pyEcoHAB.utils import general as utils
from pyEcoHAB.plotting_functions import single_histogram_figures
from pyEcoHAB.plotting_functions import histograms_anten... |
0fd788d71845f1623c7944d9913beb869efeaf6b3ffa401427df4a3efaa01e15 | Python | 11,076 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "scatter3d.hoverlabel"
... |
1e695758ecd81b2edfd8c7e6472b3185b3bbb7fea79927b2fd0a88755582e06e | Python | 11,076 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "histogram.hoverlabel"
... |
5b6fd64d567082e245b4051930f73076b05b3ca82d5f3bbdaaf9b05913b20dee | Python | 11,076 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "scattergl.hoverlabel"
... |
9a02fe8b39eb9ea10555b86d29993b40bf04fea50e41dd49c09de723fc3a1afb | Python | 11,076 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "waterfall.hoverlabel"
... |
4e23e36ce52331fc897b03ae859281bf825137785313809e46d5ce635533a4e2 | Python | 11,079 | 257 | import pickle
import torch
import torch.nn.functional as F
from trainingUtils import NBLoss,_convert_mean_disp_to_counts_logits #,MultipleOptimizer, MultipleScheduler, compute_kernel, compute_mmd
from models import Encoder,Decoder,GaussianDecoder,VAE,CellStateEncoder,\
CellStateDecoder, CellStateVAE,... |
b84ef7a84ecc6787b235c493111c58ce506222b002dd23f2e5303c5924297195 | Python | 11,079 | 395 | from __future__ import annotations
import pytest
from pybind11_tests import stl_binders as m
def test_vector_int():
v_int = m.VectorInt([0, 0])
assert len(v_int) == 2
assert bool(v_int) is True
# test construction from a generator
v_int1 = m.VectorInt(x for x in range(5))
assert v_int1 == m... |
bd2fc53bfdf6c920a7b4374808f3aa2f5c87851dac1248600c17cc35ba1d0929 | Python | 11,079 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "icicle.pathbar"
_p... |
07e83ee25d660a72ee8a9d33c8f116ca43f91c7cb9ec215b8e628bca57c20c3f | Python | 11,081 | 320 | from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import numpy as np
import tensorflow as tf
import pandas as pd
import argparse
import os
import sys
import pwd
import pdb
import grp
INPUT_PATH = "SimBoost/data/davis_cv2.csv"
LOG_DIR = "logs/"
#uid = pwd.get... |
44e54dbb524e17b87ba8faab0c69da65e6cac0232bdb51dcbcd8af3d1cebed4c | Python | 11,081 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "choropleth.hoverlabel"
... |
7c8f6969c4091d08ae99ed7baf76602e3dc20c6b73224d4df3258f26ee3a32c2 | Python | 11,081 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "densitymap.hoverlabel"
... |
cf54ce9d458bfdb4a50a78273e8fe6847b782bd9a738668956584a2d907104e3 | Python | 11,081 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "streamtube.hoverlabel"
... |
ec1a263d4dc2bd1f54d773389d45e02607a2e504ee672edd54f65d6a49460785 | Python | 11,081 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "scattergeo.hoverlabel"
... |
ec7bbbb71bdc92346fbf963526b9b1621b62a3f4dffd39f9152519e861dd9c02 | Python | 11,081 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "scattermap.hoverlabel"
... |
f7c80d790697190adca266d3926cb31613a9fcb7f8eb62ba5594519a08ad271e | Python | 11,081 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "isosurface.hoverlabel"
... |
f8d88288978cc462a03b53376293b4853fef9f9fce436d256c62c676d57160a6 | Python | 11,081 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "funnelarea.hoverlabel"
... |
e23ef27d6bbbfca9a3c1c9a3ec1b32dfc390c69a4893b64b398598cdf49da30d | Python | 11,084 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Textfont(_BaseTraceHierarchyType):
_parent_path_str = "treemap.pathbar"
_... |
0d049c40098cb5d949255478ced16833ec11466ab3940561580b2b524790fb55 | Python | 11,086 | 349 | # --- THIS FILE IS AUTO-GENERATED ---
# Modifications will be overwitten the next time code generation run.
from plotly.basedatatypes import BaseTraceHierarchyType as _BaseTraceHierarchyType
import copy as _copy
class Font(_BaseTraceHierarchyType):
_parent_path_str = "histogram2d.hoverlabel"
... |
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