repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/iob_utils.py | spacy/training/iob_utils.py | import warnings
from typing import Dict, Iterable, Iterator, List, Tuple, Union, cast
from ..errors import Errors, Warnings
from ..tokens import Doc, Span
def iob_to_biluo(tags: Iterable[str]) -> List[str]:
out: List[str] = []
tags = list(tags)
while tags:
out.extend(_consume_os(tags))
ou... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/augment.py | spacy/training/augment.py | import itertools
import random
from functools import partial
from typing import TYPE_CHECKING, Callable, Dict, Iterator, List, Optional, Tuple
from ..util import registry
from .example import Example
from .iob_utils import _doc_to_biluo_tags_with_partial, split_bilu_label
if TYPE_CHECKING:
from ..language import ... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/alignment.py | spacy/training/alignment.py | from dataclasses import dataclass
from typing import List
from .align import get_alignments
from .alignment_array import AlignmentArray
@dataclass
class Alignment:
x2y: AlignmentArray
y2x: AlignmentArray
@classmethod
def from_indices(cls, x2y: List[List[int]], y2x: List[List[int]]) -> "Alignment":
... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/loop.py | spacy/training/loop.py | import random
import shutil
import sys
from pathlib import Path
from timeit import default_timer as timer
from typing import (
IO,
TYPE_CHECKING,
Any,
Callable,
Dict,
Iterable,
List,
Optional,
Tuple,
Union,
)
from thinc.api import Config, Optimizer, constant, fix_random_seed, se... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/converters/json_to_docs.py | spacy/training/converters/json_to_docs.py | import srsly
from ...lang.xx import MultiLanguage
from ...util import load_model
from ..example import (
_fix_legacy_dict_data,
_parse_example_dict_data,
annotations_to_doc,
)
from ..gold_io import json_iterate, json_to_annotations
def json_to_docs(input_data, model=None, **kwargs):
nlp = load_model(... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/converters/conll_ner_to_docs.py | spacy/training/converters/conll_ner_to_docs.py | from wasabi import Printer
from ...errors import Errors
from ...tokens import Doc, Span
from ...training import iob_to_biluo
from ...util import get_lang_class, load_model
from .. import tags_to_entities
def conll_ner_to_docs(
input_data, n_sents=10, seg_sents=False, model=None, no_print=False, **kwargs
):
"... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/converters/conllu_to_docs.py | spacy/training/converters/conllu_to_docs.py | import re
from wasabi import Printer
from ...tokens import Doc, Span, Token
from ...training import biluo_tags_to_spans, iob_to_biluo
from ...vocab import Vocab
from .conll_ner_to_docs import n_sents_info
def conllu_to_docs(
input_data,
n_sents=10,
append_morphology=False,
ner_map=None,
merge_su... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/converters/iob_to_docs.py | spacy/training/converters/iob_to_docs.py | from wasabi import Printer
from ...errors import Errors
from ...tokens import Doc, Span
from ...training import iob_to_biluo, tags_to_entities
from ...util import minibatch
from ...vocab import Vocab
from .conll_ner_to_docs import n_sents_info
def iob_to_docs(input_data, n_sents=10, no_print=False, *args, **kwargs):... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/training/converters/__init__.py | spacy/training/converters/__init__.py | from .conll_ner_to_docs import conll_ner_to_docs # noqa: F401
from .conllu_to_docs import conllu_to_docs # noqa: F401
from .iob_to_docs import iob_to_docs # noqa: F401
from .json_to_docs import json_to_docs # noqa: F401
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/tokens/_serialize.py | spacy/tokens/_serialize.py | import zlib
from pathlib import Path
from typing import Dict, Iterable, Iterator, List, Optional, Set, Union
import numpy
import srsly
from numpy import ndarray
from thinc.api import NumpyOps
from ..attrs import IDS, ORTH, SPACY, intify_attr
from ..compat import copy_reg
from ..errors import Errors
from ..util import... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/tokens/underscore.py | spacy/tokens/underscore.py | import copy
import functools
from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
from ..errors import Errors
if TYPE_CHECKING:
from .doc import Doc
from .span import Span
from .token import Token
class Underscore:
mutable_types = (dict, list, set)
doc_extensions: Dict[Any, ... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/tokens/__init__.py | spacy/tokens/__init__.py | from ._serialize import DocBin
from .doc import Doc
from .morphanalysis import MorphAnalysis
from .span import Span
from .span_group import SpanGroup
from .token import Token
__all__ = ["Doc", "DocBin", "MorphAnalysis", "Span", "SpanGroup", "Token"]
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/tokens/_dict_proxies.py | spacy/tokens/_dict_proxies.py | import warnings
import weakref
from collections import UserDict
from typing import TYPE_CHECKING, Dict, Iterable, List, Optional, Tuple, Union
import srsly
from ..errors import Errors, Warnings
from .span_group import SpanGroup
if TYPE_CHECKING:
# This lets us add type hints for mypy etc. without causing circula... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/kb/__init__.py | spacy/kb/__init__.py | from .candidate import Candidate, get_candidates, get_candidates_batch
from .kb import KnowledgeBase
from .kb_in_memory import InMemoryLookupKB
__all__ = [
"Candidate",
"KnowledgeBase",
"InMemoryLookupKB",
"get_candidates",
"get_candidates_batch",
]
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/debug_diff.py | spacy/cli/debug_diff.py | from pathlib import Path
from typing import Optional
import typer
from thinc.api import Config
from wasabi import MarkdownRenderer, Printer, diff_strings
from ..util import load_config
from ._util import Arg, Opt, debug_cli, parse_config_overrides, show_validation_error
from .init_config import Optimizations, init_co... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/pretrain.py | spacy/cli/pretrain.py | import re
from pathlib import Path
from typing import Optional
import typer
from wasabi import msg
from ..training.pretrain import pretrain
from ..util import load_config
from ._util import (
Arg,
Opt,
app,
import_code,
parse_config_overrides,
setup_gpu,
show_validation_error,
)
@app.com... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/train.py | spacy/cli/train.py | import logging
import sys
from pathlib import Path
from typing import Any, Dict, Optional, Union
import typer
from wasabi import msg
from .. import util
from ..training.initialize import init_nlp
from ..training.loop import train as train_nlp
from ._util import (
Arg,
Opt,
app,
import_code,
parse_... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/init_config.py | spacy/cli/init_config.py | import re
from enum import Enum
from pathlib import Path
from typing import List, Optional, Tuple
import srsly
from jinja2 import Template
from thinc.api import Config
from wasabi import Printer, diff_strings
from .. import util
from ..language import DEFAULT_CONFIG_PRETRAIN_PATH
from ..schemas import RecommendationS... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/profile.py | spacy/cli/profile.py | import cProfile
import itertools
import pstats
import sys
from pathlib import Path
from typing import Iterator, Optional, Sequence, Union
import srsly
import tqdm
import typer
from wasabi import Printer, msg
from ..language import Language
from ..util import load_model
from ._util import NAME, Arg, Opt, app, debug_cl... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/convert.py | spacy/cli/convert.py | import itertools
import re
import sys
from enum import Enum
from pathlib import Path
from typing import Any, Callable, Iterable, Mapping, Optional, Union
import srsly
from wasabi import Printer
from ..tokens import Doc, DocBin
from ..training import docs_to_json
from ..training.converters import (
conll_ner_to_do... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/find_threshold.py | spacy/cli/find_threshold.py | import functools
import logging
import operator
from pathlib import Path
from typing import Any, Dict, List, Optional, Tuple
import numpy
import wasabi.tables
from .. import util
from ..errors import Errors
from ..pipeline import MultiLabel_TextCategorizer, TextCategorizer
from ..training import Corpus
from ._util im... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/apply.py | spacy/cli/apply.py | from itertools import chain
from pathlib import Path
from typing import Iterable, List, Optional, Union, cast
import srsly
import tqdm
from wasabi import msg
from ..tokens import Doc, DocBin
from ..util import ensure_path, load_model
from ..vocab import Vocab
from ._util import Arg, Opt, app, import_code, setup_gpu, ... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/benchmark_speed.py | spacy/cli/benchmark_speed.py | import random
import time
from itertools import islice
from pathlib import Path
from typing import Iterable, List, Optional
import numpy
import typer
from tqdm import tqdm
from wasabi import msg
from .. import util
from ..language import Language
from ..tokens import Doc
from ..training import Corpus
from ._util impo... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/validate.py | spacy/cli/validate.py | import sys
import warnings
from pathlib import Path
from typing import Tuple
import requests
from wasabi import Printer, msg
from .. import about
from ..util import (
get_installed_models,
get_minor_version,
get_model_meta,
get_package_path,
get_package_version,
is_compatible_version,
)
from .... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/assemble.py | spacy/cli/assemble.py | import logging
from pathlib import Path
from typing import Optional
import typer
from wasabi import msg
from .. import util
from ..util import get_sourced_components, load_model_from_config
from ._util import (
Arg,
Opt,
app,
import_code,
parse_config_overrides,
show_validation_error,
)
@app... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/_util.py | spacy/cli/_util.py | import hashlib
import os
import shutil
import sys
from configparser import InterpolationError
from contextlib import contextmanager
from pathlib import Path
from typing import (
TYPE_CHECKING,
Any,
Dict,
Iterable,
List,
Optional,
Tuple,
Union,
overload,
)
import srsly
import typer
f... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/download.py | spacy/cli/download.py | import sys
from typing import Optional, Sequence
from urllib.parse import urljoin
import requests
import typer
from wasabi import msg
from .. import about
from ..errors import OLD_MODEL_SHORTCUTS
from ..util import (
get_minor_version,
is_in_interactive,
is_in_jupyter,
is_package,
is_prerelease_ve... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/find_function.py | spacy/cli/find_function.py | from typing import Optional, Tuple
from catalogue import RegistryError
from wasabi import msg
from ..util import registry
from ._util import Arg, Opt, app
@app.command("find-function")
def find_function_cli(
# fmt: off
func_name: str = Arg(..., help="Name of the registered function."),
registry_name: Op... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/__init__.py | spacy/cli/__init__.py | from wasabi import msg
# Needed for testing
from . import download as download_module # noqa: F401
from ._util import app, setup_cli # noqa: F401
from .apply import apply # noqa: F401
from .assemble import assemble_cli # noqa: F401
# These are the actual functions, NOT the wrapped CLI commands. The CLI commands
#... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/package.py | spacy/cli/package.py | import os
import re
import shutil
import subprocess
import sys
from collections import defaultdict
from pathlib import Path
from typing import Any, Dict, List, Optional, Tuple, Union, cast
import srsly
from catalogue import RegistryError
from thinc.api import Config
from wasabi import MarkdownRenderer, Printer, get_ra... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/info.py | spacy/cli/info.py | import json
import platform
from pathlib import Path
from typing import Any, Dict, List, Optional, Union
import srsly
from wasabi import MarkdownRenderer, Printer
from .. import about, util
from ..compat import importlib_metadata
from ._util import Arg, Opt, app, string_to_list
from .download import get_latest_versio... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/init_pipeline.py | spacy/cli/init_pipeline.py | import logging
from pathlib import Path
from typing import Optional
import srsly
import typer
from wasabi import msg
from .. import util
from ..language import Language
from ..training.initialize import convert_vectors, init_nlp
from ._util import (
Arg,
Opt,
import_code,
init_cli,
parse_config_ov... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/evaluate.py | spacy/cli/evaluate.py | import re
from pathlib import Path
from typing import Any, Dict, List, Optional, Union
import srsly
from thinc.api import fix_random_seed
from wasabi import Printer
from .. import displacy, util
from ..scorer import Scorer
from ..tokens import Doc
from ..training import Corpus
from ._util import Arg, Opt, app, benchm... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/debug_config.py | spacy/cli/debug_config.py | from pathlib import Path
from typing import Any, Dict, List, Optional, Union
import typer
from thinc.api import Config
from thinc.config import VARIABLE_RE
from wasabi import msg, table
from .. import util
from ..schemas import ConfigSchemaInit, ConfigSchemaTraining
from ..util import registry
from ._util import (
... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/debug_data.py | spacy/cli/debug_data.py | import math
import sys
from collections import Counter
from pathlib import Path
from typing import (
Any,
Dict,
Iterable,
List,
Optional,
Sequence,
Set,
Tuple,
Union,
cast,
overload,
)
import numpy
import srsly
import typer
from wasabi import MESSAGES, Printer, msg
from .. ... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | true |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/debug_model.py | spacy/cli/debug_model.py | import itertools
from pathlib import Path
from typing import Any, Dict, Optional
import typer
from thinc.api import (
Model,
data_validation,
fix_random_seed,
set_dropout_rate,
set_gpu_allocator,
)
from wasabi import msg
from spacy.training import Example
from spacy.util import resolve_dot_names
... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/run.py | spacy/cli/project/run.py | from weasel.cli.run import *
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/dvc.py | spacy/cli/project/dvc.py | from weasel.cli.dvc import *
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/clone.py | spacy/cli/project/clone.py | from weasel.cli.clone import *
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/assets.py | spacy/cli/project/assets.py | from weasel.cli.assets import *
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/push.py | spacy/cli/project/push.py | from weasel.cli.push import *
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/remote_storage.py | spacy/cli/project/remote_storage.py | from weasel.cli.remote_storage import *
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/document.py | spacy/cli/project/document.py | from weasel.cli.document import *
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/__init__.py | spacy/cli/project/__init__.py | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false | |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/cli/project/pull.py | spacy/cli/project/pull.py | from weasel.cli.pull import *
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/textcat.py | spacy/pipeline/textcat.py | import importlib
import sys
from itertools import islice
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple
import numpy
from thinc.api import Config, Model, Optimizer, get_array_module, set_dropout_rate
from thinc.types import Floats2d
from ..errors import Errors
from ..language import Language
... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/tok2vec.py | spacy/pipeline/tok2vec.py | import importlib
import sys
from itertools import islice
from typing import Any, Callable, Dict, Iterable, List, Optional, Sequence
from thinc.api import Config, Model, Optimizer, set_dropout_rate
from ..errors import Errors
from ..language import Language
from ..tokens import Doc
from ..training import Example, vali... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/edit_tree_lemmatizer.py | spacy/pipeline/edit_tree_lemmatizer.py | import importlib
import sys
from collections import Counter
from itertools import islice
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, cast
import numpy as np
import srsly
from thinc.api import Config, Model, NumpyOps, SequenceCategoricalCrossentropy
from thinc.types import Floats2d, Ints2d
... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/entity_linker.py | spacy/pipeline/entity_linker.py | import importlib
import random
import sys
from itertools import islice
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Union
import srsly
from thinc.api import Config, CosineDistance, Model, Optimizer, set_dropout_rate
from thinc.types import Floats2d
from .. import util
fro... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/attributeruler.py | spacy/pipeline/attributeruler.py | import importlib
import sys
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union
import srsly
from .. import util
from ..errors import Errors
from ..language import Language
from ..matcher import Matcher
from ..scorer import Scorer
from ..symbols import IDS
from ..to... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/entityruler.py | spacy/pipeline/entityruler.py | import importlib
import sys
import warnings
from collections import defaultdict
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Sequence, Tuple, Union
import srsly
from ..errors import Errors, Warnings
from ..language import Language
from ..matcher import Matcher, PhraseMatc... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/span_finder.py | spacy/pipeline/span_finder.py | import importlib
import sys
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple
from thinc.api import Config, Model, Optimizer, set_dropout_rate
from thinc.types import Floats2d
from ..errors import Errors
from ..language import Language
from ..scorer import Scorer
from ..tokens import Doc, Span
f... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/lemmatizer.py | spacy/pipeline/lemmatizer.py | import importlib
import sys
import warnings
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union
from thinc.api import Model
from .. import util
from ..errors import Errors, Warnings
from ..language import Language
from ..lookups import Lookups, load_lookups
from ..s... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/span_ruler.py | spacy/pipeline/span_ruler.py | import importlib
import sys
import warnings
from functools import partial
from pathlib import Path
from typing import (
Any,
Callable,
Dict,
Iterable,
List,
Optional,
Sequence,
Set,
Tuple,
Union,
cast,
)
import srsly
from .. import util
from ..errors import Errors, Warnings... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/textcat_multilabel.py | spacy/pipeline/textcat_multilabel.py | import importlib
import sys
from itertools import islice
from typing import Any, Callable, Dict, Iterable, List, Optional
from thinc.api import Config, Model
from thinc.types import Floats2d
from ..errors import Errors
from ..language import Language
from ..scorer import Scorer
from ..tokens import Doc
from ..trainin... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/__init__.py | spacy/pipeline/__init__.py | from .attributeruler import AttributeRuler
from .dep_parser import DependencyParser
from .edit_tree_lemmatizer import EditTreeLemmatizer
from .entity_linker import EntityLinker
from .entityruler import EntityRuler
from .functions import merge_entities, merge_noun_chunks, merge_subtokens
from .lemmatizer import Lemmatiz... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/factories.py | spacy/pipeline/factories.py | from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union
from thinc.api import Model
from thinc.types import Floats2d, Ragged
from ..kb import Candidate, KnowledgeBase
from ..language import Language
from ..pipeline._parser_internals.transition_system import TransitionSystem
from ..pipeline.attr... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/functions.py | spacy/pipeline/functions.py | import importlib
import sys
import warnings
from typing import Any, Dict
import srsly
from .. import util
from ..errors import Warnings
from ..language import Language
from ..matcher import Matcher
from ..tokens import Doc
@Language.component(
"merge_noun_chunks",
requires=["token.dep", "token.tag", "token.... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/spancat.py | spacy/pipeline/spancat.py | import importlib
import sys
from dataclasses import dataclass
from functools import partial
from typing import Any, Callable, Dict, Iterable, List, Optional, Tuple, Union, cast
import numpy
from thinc.api import Config, Model, Ops, Optimizer, get_current_ops, set_dropout_rate
from thinc.types import Floats2d, Ints1d, ... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/_parser_internals/__init__.py | spacy/pipeline/_parser_internals/__init__.py | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false | |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/_edit_tree_internals/schemas.py | spacy/pipeline/_edit_tree_internals/schemas.py | from collections import defaultdict
from typing import Any, Dict, List, Union
try:
from pydantic.v1 import BaseModel, Field, ValidationError
from pydantic.v1.types import StrictBool, StrictInt, StrictStr
except ImportError:
from pydantic import BaseModel, Field, ValidationError # type: ignore
from pyd... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/_edit_tree_internals/__init__.py | spacy/pipeline/_edit_tree_internals/__init__.py | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false | |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/legacy/entity_linker.py | spacy/pipeline/legacy/entity_linker.py | # This file is present to provide a prior version of the EntityLinker component
# for backwards compatability. For details see #9669.
import random
import warnings
from itertools import islice
from pathlib import Path
from typing import Any, Callable, Dict, Iterable, List, Optional, Union
import srsly
from thinc.api ... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/spacy/pipeline/legacy/__init__.py | spacy/pipeline/legacy/__init__.py | from .entity_linker import EntityLinker_v1
__all__ = ["EntityLinker_v1"]
| python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | false |
explosion/spaCy | https://github.com/explosion/spaCy/blob/c1e7cb2ebf387a833d56e3b0bee23788d54b1448/website/setup/jinja_to_js.py | website/setup/jinja_to_js.py | # Forked from: https://github.com/jonbretman/jinja-to-js
# With additional functionality: in/not in, replace, pprint, round, + for lists,
# rendering empty dicts
# This script is mostly used to generate the JavaScript function for the
# training quickstart widget.
import contextlib
import json
import re
import os
from ... | python | MIT | c1e7cb2ebf387a833d56e3b0bee23788d54b1448 | 2026-01-04T14:42:48.113774Z | true |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/separator.py | spleeter/separator.py | #!/usr/bin/env python
# coding: utf8
"""
Module that provides a class wrapper for source separation.
Examples:
```python
>>> from spleeter.separator import Separator
>>> separator = Separator('spleeter:2stems')
>>> separator.separate(waveform, lambda instrument, data: ...)
>>> separator.separate_to_file(...)
```
"""... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/dataset.py | spleeter/dataset.py | #!/usr/bin/env python
# coding: utf8
"""
Module for building data preprocessing pipeline using the tensorflow
data API. Data preprocessing such as audio loading, spectrogram
computation, cropping, feature caching or data augmentation is done
using a tensorflow dataset object that output a tuple (input_, output)
where:... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/__main__.py | spleeter/__main__.py | #!/usr/bin/env python
# coding: utf8
"""
Python oneliner script usage.
USAGE: python -m spleeter {train,evaluate,separate} ...
Notes:
All critical import involving TF, numpy or Pandas are deported to
command function scope to avoid heavy import on CLI evaluation,
leading to large bootstraping time.
"""
i... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/__init__.py | spleeter/__init__.py | #!/usr/bin/env python
# coding: utf8
"""
Spleeter is the Deezer source separation library with pretrained models.
The library is based on Tensorflow:
- It provides already trained model for performing separation.
- It makes it easy to train source separation model with tensorflow
(provided you have a dataset ... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/types.py | spleeter/types.py | #!/usr/bin/env python
# coding: utf8
""" Custom types definition. """
from typing import Any, Tuple
# pyright: reportMissingImports=false
# pylint: disable=import-error
import numpy as np
# pylint: enable=import-error
AudioDescriptor = Any
Signal = Tuple[np.ndarray, float]
| python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/options.py | spleeter/options.py | #!/usr/bin/env python
# coding: utf8
"""This modules provides spleeter command as well as CLI parsing methods."""
from os.path import join
from tempfile import gettempdir
from typer import Argument, Exit, Option, echo
from typer.models import List, Optional
from .audio import Codec
__email__ = "spleeter@deezer.com... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/model/__init__.py | spleeter/model/__init__.py | #!/usr/bin/env python
# coding: utf8
""" This package provide an estimator builder as well as model functions. """
import importlib
from typing import Any, Dict, Optional, Tuple
# pyright: reportMissingImports=false
# pylint: disable=import-error
import tensorflow as tf # type: ignore
from tensorflow.signal import ... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/model/provider/__init__.py | spleeter/model/provider/__init__.py | #!/usr/bin/env python
# coding: utf8
"""
This package provides tools for downloading model from network
using remote storage abstraction.
Example:
```python
>>> provider = MyProviderImplementation()
>>> provider.get('/path/to/local/storage', params)
```
"""
from abc import ABC, abstractmethod
from os import environ,... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/model/provider/github.py | spleeter/model/provider/github.py | #!/usr/bin/env python
# coding: utf8
"""
A ModelProvider backed by Github Release feature.
Examples:
```python
>>> from spleeter.model.provider import github
>>> provider = github.GithubModelProvider(
'github.com',
'Deezer/spleeter',
'latest')
>>> provider.download('2stems', '/path/to/local/s... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/model/functions/unet.py | spleeter/model/functions/unet.py | #!/usr/bin/env python
# coding: utf8
"""
This module contains building functions for U-net source
separation models in a similar way as in A. Jansson et al. :
"Singing voice separation with deep u-net convolutional networks",
ISMIR 2017
Each instrument is modeled by a single U-net
convolutional / deconvolutional net... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/model/functions/blstm.py | spleeter/model/functions/blstm.py | #!/usr/bin/env python
# coding: utf8
"""
This system (UHL1) uses a bi-directional LSTM network as described in :
`S. Uhlich, M. Porcu, F. Giron, M. Enenkl, T. Kemp, N. Takahashi and
Y. Mitsufuji.
"Improving music source separation based on deep neural networks through
data augmentation and network blending", Proc. I... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/model/functions/__init__.py | spleeter/model/functions/__init__.py | #!/usr/bin/env python
# coding: utf8
""" This package provide model functions. """
from typing import Callable, Dict, Iterable, Optional
# pyright: reportMissingImports=false
# pylint: disable=import-error
import tensorflow as tf # type: ignore
# pylint: enable=import-error
__email__ = "spleeter@deezer.com"
__aut... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/utils/configuration.py | spleeter/utils/configuration.py | #!/usr/bin/env python
# coding: utf8
""" Module that provides configuration loading function. """
import importlib.resources as loader
import json
from os.path import exists
from typing import Dict
from .. import SpleeterError, resources
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ =... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/utils/logging.py | spleeter/utils/logging.py | #!/usr/bin/env python
# coding: utf8
"""Centralized logging facilities for Spleeter."""
import logging
import warnings
from os import environ
# pyright: reportMissingImports=false
# pylint: disable=import-error
from typer import echo
# pylint: enable=import-error
__email__ = "spleeter@deezer.com"
__author__ = "Dee... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/utils/__init__.py | spleeter/utils/__init__.py | #!/usr/bin/env python
# coding: utf8
""" This package provides utility function and classes. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
| python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/utils/tensor.py | spleeter/utils/tensor.py | #!/usr/bin/env python
# coding: utf8
""" Utility function for tensorflow. """
from typing import Any, Callable, Dict
import pandas as pd # type: ignore
# pyright: reportMissingImports=false
# pylint: disable=import-error
import tensorflow as tf # type: ignore
# pylint: enable=import-error
__email__ = "spleeter@... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/audio/ffmpeg.py | spleeter/audio/ffmpeg.py | #!/usr/bin/env python
# coding: utf8
"""
This module provides an AudioAdapter implementation based on FFMPEG
process. Such implementation is POSIXish and depends on nothing except
standard Python libraries. Thus this implementation is the default one
used within this library.
"""
import datetime as dt
import os
impor... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/audio/spectrogram.py | spleeter/audio/spectrogram.py | #!/usr/bin/env python
# coding: utf8
""" Spectrogram specific data augmentation. """
# pyright: reportMissingImports=false
# pylint: disable=import-error
import tensorflow as tf # type: ignore
from tensorflow.signal import hann_window, stft # type: ignore
# pylint: enable=import-error
__email__ = "spleeter@deezer... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/audio/__init__.py | spleeter/audio/__init__.py | #!/usr/bin/env python
# coding: utf8
"""
`spleeter.utils.audio` package provides various
tools for manipulating audio content such as :
- Audio adapter class for abstract interaction with audio file.
- FFMPEG implementation for audio adapter.
- Waveform convertion and transforming functions.
"""
# Python 3.11 is not... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/audio/convertor.py | spleeter/audio/convertor.py | #!/usr/bin/env python
# coding: utf8
""" This module provides audio data convertion functions. """
# pyright: reportMissingImports=false
# pylint: disable=import-error
import numpy as np
import tensorflow as tf # type: ignore
from ..utils.tensor import from_float32_to_uint8, from_uint8_to_float32
# pylint: enable=... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/audio/adapter.py | spleeter/audio/adapter.py | #!/usr/bin/env python
# coding: utf8
""" AudioAdapter class defintion. """
from abc import ABC, abstractmethod
from importlib import import_module
from pathlib import Path
from typing import Any, Dict, List, Optional, Union
# pyright: reportMissingImports=false
# pylint: disable=import-error
import numpy as np
impor... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/spleeter/resources/__init__.py | spleeter/resources/__init__.py | #!/usr/bin/env python
# coding: utf8
""" Packages that provides static resources file for the library. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
| python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/tests/test_eval.py | tests/test_eval.py | #!/usr/bin/env python
# coding: utf8
""" Unit testing for Separator class. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
from os import makedirs
from os.path import join
from tempfile import TemporaryDirectory
import numpy as np
from spleeter.__main__ import evalu... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/tests/test_command.py | tests/test_command.py | #!/usr/bin/env python
# coding: utf8
""" Unit testing for Separator class. """
__email__ = "research@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
from typer.testing import CliRunner
from spleeter.__main__ import spleeter
def test_version():
runner = CliRunner()
# execute spleet... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/tests/test_github_model_provider.py | tests/test_github_model_provider.py | #!/usr/bin/env python
# coding: utf8
""" TO DOCUMENT """
from pytest import raises
from spleeter.model.provider import ModelProvider
def test_checksum():
"""Test archive checksum index retrieval."""
provider = ModelProvider.default()
assert (
provider.checksum("2stems")
== "f3a90b39dd28... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/tests/__init__.py | tests/__init__.py | #!/usr/bin/env python
# coding: utf8
""" Unit testing package. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
| python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/tests/test_separator.py | tests/test_separator.py | #!/usr/bin/env python
# coding: utf8
""" Unit testing for Separator class. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
import itertools
from os.path import basename, exists, join, splitext
from tempfile import TemporaryDirectory
import numpy as np
import pytest
i... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/tests/test_ffmpeg_adapter.py | tests/test_ffmpeg_adapter.py | #!/usr/bin/env python
# coding: utf8
""" Unit testing for audio adapter. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
from os.path import join
from tempfile import TemporaryDirectory
import ffmpeg # type: ignore
import numpy as np
# pyright: reportMissingImports... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
deezer/spleeter | https://github.com/deezer/spleeter/blob/64daa5a9172aa33ba155f051184528c4e969ad8e/tests/test_train.py | tests/test_train.py | #!/usr/bin/env python
# coding: utf8
""" Unit testing for Separator class. """
__email__ = "research@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
import json
import os
from os import makedirs
from os.path import join
from tempfile import TemporaryDirectory
import numpy as np
import pandas ... | python | MIT | 64daa5a9172aa33ba155f051184528c4e969ad8e | 2026-01-04T14:43:56.133996Z | false |
vnpy/vnpy | https://github.com/vnpy/vnpy/blob/7a1d0b205e3d68ecd933632ad61358082ee6ef00/vnpy/__init__.py | vnpy/__init__.py | # The MIT License (MIT)
# Copyright (c) 2015-present, Xiaoyou Chen
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, cop... | python | MIT | 7a1d0b205e3d68ecd933632ad61358082ee6ef00 | 2026-01-04T14:42:15.829806Z | false |
vnpy/vnpy | https://github.com/vnpy/vnpy/blob/7a1d0b205e3d68ecd933632ad61358082ee6ef00/vnpy/rpc/client.py | vnpy/rpc/client.py | import threading
from time import time
from functools import lru_cache
from typing import Any
import zmq
from .common import HEARTBEAT_TOPIC, HEARTBEAT_TOLERANCE
class RemoteException(Exception):
"""
RPC remote exception
"""
def __init__(self, value: Any) -> None:
"""
Constructor
... | python | MIT | 7a1d0b205e3d68ecd933632ad61358082ee6ef00 | 2026-01-04T14:42:15.829806Z | false |
vnpy/vnpy | https://github.com/vnpy/vnpy/blob/7a1d0b205e3d68ecd933632ad61358082ee6ef00/vnpy/rpc/common.py | vnpy/rpc/common.py | import signal
# Achieve Ctrl-c interrupt recv
signal.signal(signal.SIGINT, signal.SIG_DFL)
HEARTBEAT_TOPIC = "heartbeat"
HEARTBEAT_INTERVAL = 10
HEARTBEAT_TOLERANCE = 30
| python | MIT | 7a1d0b205e3d68ecd933632ad61358082ee6ef00 | 2026-01-04T14:42:15.829806Z | false |
vnpy/vnpy | https://github.com/vnpy/vnpy/blob/7a1d0b205e3d68ecd933632ad61358082ee6ef00/vnpy/rpc/__init__.py | vnpy/rpc/__init__.py | from .client import RpcClient
from .server import RpcServer
__all__ = [
"RpcClient",
"RpcServer",
]
| python | MIT | 7a1d0b205e3d68ecd933632ad61358082ee6ef00 | 2026-01-04T14:42:15.829806Z | false |
vnpy/vnpy | https://github.com/vnpy/vnpy/blob/7a1d0b205e3d68ecd933632ad61358082ee6ef00/vnpy/rpc/server.py | vnpy/rpc/server.py | import threading
import traceback
from time import time
from collections.abc import Callable
import zmq
from .common import HEARTBEAT_TOPIC, HEARTBEAT_INTERVAL
class RpcServer:
""""""
def __init__(self) -> None:
"""
Constructor
"""
# Save functions dict: key is function name... | python | MIT | 7a1d0b205e3d68ecd933632ad61358082ee6ef00 | 2026-01-04T14:42:15.829806Z | false |
vnpy/vnpy | https://github.com/vnpy/vnpy/blob/7a1d0b205e3d68ecd933632ad61358082ee6ef00/vnpy/alpha/lab.py | vnpy/alpha/lab.py | import json
import shelve
import pickle
from pathlib import Path
from datetime import datetime, timedelta
from collections import defaultdict
from functools import lru_cache
import polars as pl
from vnpy.trader.object import BarData
from vnpy.trader.constant import Interval
from vnpy.trader.utility import extract_vt_... | python | MIT | 7a1d0b205e3d68ecd933632ad61358082ee6ef00 | 2026-01-04T14:42:15.829806Z | false |
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