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 |
|---|---|---|---|---|---|---|---|---|
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/mtl/tasks/tok/__init__.py | hanlp/components/mtl/tasks/tok/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-11 16:34 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/mtl/tasks/tok/reg_tok.py | hanlp/components/mtl/tasks/tok/reg_tok.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-02 16:51
import logging
from typing import Union, List, Dict, Any, Iterable, Tuple
import torch
from hanlp_common.util import merge_locals_kwargs
from torch import Tensor
from torch.utils.data import DataLoader
import hanlp.utils.torch_util
from hanlp.common.dat... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/__init__.py | hanlp/components/amr/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-20 17:35
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/bart_amr_parser.py | hanlp/components/amr/amrbart/bart_amr_parser.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-12-05 17:56
import logging
import os.path
from typing import Callable, Union, List
import datetime
import torch
from torch.utils.data import DataLoader
from hanlp.components.amr.amrbart.data_interface.dataset import AMRParsingDataSet
from hanlp.common.dataset impor... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/__init__.py | hanlp/components/amr/amrbart/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-12-05 17:53
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/bart_amr_generation.py | hanlp/components/amr/amrbart/bart_amr_generation.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-12-05 17:56
import logging
import os.path
from typing import Callable, Union, List
import penman
import torch
from torch.utils.data import DataLoader
from hanlp.components.amr.amrbart.data_interface.dataset import AMR2TextDataSet
from hanlp.common.dataset import So... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/data_interface/dataset.py | hanlp/components/amr/amrbart/data_interface/dataset.py | # coding:utf-8
# MIT License
#
# Copyright (c) 2022 xfbai
#
# 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, copy, modify... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/data_interface/__init__.py | hanlp/components/amr/amrbart/data_interface/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-12-07 14:36
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/preprocess/read_and_process.py | hanlp/components/amr/amrbart/preprocess/read_and_process.py | # coding:utf-8
# MIT License
#
# Copyright (c) 2022 xfbai
#
# 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, copy, modify... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/preprocess/amr_io.py | hanlp/components/amr/amrbart/preprocess/amr_io.py | # coding:utf-8
# the code is migrated from https://github.com/SapienzaNLP/spring
# MIT License
#
# Copyright (c) 2022 xfbai
#
# 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 restrict... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/preprocess/__init__.py | hanlp/components/amr/amrbart/preprocess/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-12-03 20:33
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/preprocess/penman_interface.py | hanlp/components/amr/amrbart/preprocess/penman_interface.py | # coding:utf-8
# MIT License
#
# Copyright (c) 2022 xfbai
#
# 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, copy, modify... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/common/__init__.py | hanlp/components/amr/amrbart/common/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-12-05 17:53
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/common/penman_interface.py | hanlp/components/amr/amrbart/common/penman_interface.py | # coding:utf-8
# MIT License
#
# Copyright (c) 2022 xfbai
#
# 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, copy, modify... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/common/constant.py | hanlp/components/amr/amrbart/common/constant.py | # coding:utf-8
# MIT License
#
# Copyright (c) 2022 xfbai
#
# 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, copy, modify... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | true |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/common/postprocessing.py | hanlp/components/amr/amrbart/common/postprocessing.py | # coding:utf-8
# MIT License
#
# Copyright (c) 2022 xfbai
#
# 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, copy, modify... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/model_interface/modeling_bart.py | hanlp/components/amr/amrbart/model_interface/modeling_bart.py | # coding=utf-8
# Copyright 2021 The Fairseq Authors and The HuggingFace Inc. team. 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/... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | true |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/model_interface/__init__.py | hanlp/components/amr/amrbart/model_interface/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-12-03 20:33
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/amrbart/model_interface/tokenization_bart.py | hanlp/components/amr/amrbart/model_interface/tokenization_bart.py | # coding:utf-8
# this is a simplified version of "https://github.com/SapienzaNLP/spring/blob/main/spring_amr/tokenization_bart.py"
# MIT License
#
# Copyright (c) 2022 xfbai
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Softw... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/optim.py | hanlp/components/amr/seq2seq/optim.py | # taken from
import math
import torch
from torch.optim.optimizer import Optimizer
class RAdam(Optimizer):
def __init__(self, params, lr=1e-3, betas=(0.9, 0.999), eps=1e-8, weight_decay=0, degenerated_to_sgd=True):
if not 0.0 <= lr:
raise ValueError("Invalid learning rate: {}".format(lr))
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/seq2seq_amr_parser.py | hanlp/components/amr/seq2seq/seq2seq_amr_parser.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-04-28 17:33
import datetime
import functools
import logging
import os
from typing import Union, List, Callable
import torch
from torch.utils.data import DataLoader
from transformers import get_constant_schedule_with_warmup, T5ForConditionalGeneration
from transforme... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/evaluation.py | hanlp/components/amr/seq2seq/evaluation.py | from pathlib import Path
import penman
def write_predictions(predictions_path, tokenizer, graphs):
pieces = [penman.encode(g) for g in graphs]
text = '\n\n'.join(pieces)
if tokenizer:
text = text.replace(tokenizer.INIT, '')
Path(predictions_path).write_text(text)
return predictions_path
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/__init__.py | hanlp/components/amr/seq2seq/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-04-27 19:24
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/dataset/IO.py | hanlp/components/amr/seq2seq/dataset/IO.py | import glob
from typing import List, Union, Iterable
from pathlib import Path
from .penman import pm_load as pm_load
def read_raw_amr_data(
paths: List[Union[str, Path]],
use_recategorization=False,
dereify=True,
remove_wiki=False,
):
assert paths
if not isinstance(paths, Iter... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/dataset/dataset.py | hanlp/components/amr/seq2seq/dataset/dataset.py | from collections import Counter
from typing import Union, List, Callable, Tuple
import torch
import penman
from penman import Graph
from hanlp.common.dataset import TransformableDataset
from hanlp.components.amr.seq2seq.dataset.IO import read_raw_amr_data
from hanlp.components.amr.seq2seq.dataset.penman import role_is_... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/dataset/linearization.py | hanlp/components/amr/seq2seq/dataset/linearization.py | import abc
import itertools
from collections import deque, defaultdict
import re
from typing import List, Optional, Dict, Any, Set, TypeVar
from dataclasses import dataclass
import networkx as nx
import penman
@dataclass
class SemanticGraph:
nodes_var: List[str]
"""
List of linearized nodes, with special ... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/dataset/__init__.py | hanlp/components/amr/seq2seq/dataset/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-04-27 19:29
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/dataset/tokenization_bart.py | hanlp/components/amr/seq2seq/dataset/tokenization_bart.py | import copy
import sys
from typing import Set, Iterable
import penman
import regex as re
import torch
from transformers import BartTokenizer
from . import postprocessing
from .linearization import AMRTokens, AMRLinearizer
from .penman import pm_encode
class AMRBartTokenizer(BartTokenizer):
ADDITIONAL = [
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/dataset/tokenization_t5.py | hanlp/components/amr/seq2seq/dataset/tokenization_t5.py | import copy
import sys
from typing import Set, Iterable, Dict
import penman
import regex as re
import torch
import traceback
from transformers import T5Tokenizer, T5TokenizerFast
from . import postprocessing
from .linearization import AMRTokens, AMRLinearizer
from .penman import pm_encode
class AMRT5Tokenizer(T5Tok... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/dataset/postprocessing.py | hanlp/components/amr/seq2seq/dataset/postprocessing.py | from collections import defaultdict, Counter
import enum
import re
import networkx as nx
import penman
from hanlp.components.amr.seq2seq.dataset.penman import pm_encode
BACKOFF = penman.Graph([
penman.Triple('d2', ':instance', 'dog'),
penman.Triple('b1', ':instance', 'bark-01'),
penman.Triple('b1', ':ARG0... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/amr/seq2seq/dataset/penman.py | hanlp/components/amr/seq2seq/dataset/penman.py | from typing import List
from penman import load as load_, Graph, Triple
from penman import loads as loads_
from penman import encode as encode_
from penman.model import Model
from penman.models.noop import NoOpModel
from penman.models import amr
import penman
import logging
op_model = Model()
noop_model = NoOpModel()... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/tagger_tf.py | hanlp/components/taggers/tagger_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-10-25 21:49
import logging
from abc import ABC
import tensorflow as tf
from hanlp.common.keras_component import KerasComponent
from hanlp.layers.crf.crf_layer_tf import CRF, CRFLoss, CRFWrapper
from hanlp.metrics.chunking.iobes_tf import IOBES_F1_TF
class TaggerC... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/rnn_tagger.py | hanlp/components/taggers/rnn_tagger.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-05-20 13:12
import logging
import torch
from torch import nn
from torch.optim.lr_scheduler import ReduceLROnPlateau
from torch.utils.data import DataLoader
from hanlp.common.dataset import PadSequenceDataLoader, SortingSampler, TransformableDataset
from hanlp_commo... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/util.py | hanlp/components/taggers/util.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-01 00:31
from typing import List, Tuple
from hanlp.utils.span_util import allowed_transitions
def guess_tagging_scheme(labels: List[str]) -> str:
tagset = set(y.split('-')[0] for y in labels)
for scheme in "BIO", "BIOUL", "BMES", 'IOBES':
if tags... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/pos_tf.py | hanlp/components/taggers/pos_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-05 23:05
from hanlp.components.taggers.cnn_tagger_tf import CNNTaggerTF
from hanlp.components.taggers.rnn_tagger_tf import RNNTaggerTF
class CNNPartOfSpeechTaggerTF(CNNTaggerTF):
pass
class RNNPartOfSpeechTaggerTF(RNNTaggerTF):
pass
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/tagger.py | hanlp/components/taggers/tagger.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-11 12:19
import logging
import warnings
from abc import ABC, abstractmethod
from typing import List, TextIO, Any, Union, Dict, Tuple, Sequence
import torch
from torch import optim, nn
from torch.utils.data import DataLoader
from hanlp_common.constant import IDX
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/rnn_tagger_tf.py | hanlp/components/taggers/rnn_tagger_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-09-14 20:30
from typing import Union, List
import tensorflow as tf
from hanlp.common.transform_tf import Transform
from hanlp.components.taggers.tagger_tf import TaggerComponent
from hanlp.transform.tsv_tf import TSVTaggingTransform
from hanlp.common.vocab_tf impor... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/cnn_tagger_tf.py | hanlp/components/taggers/cnn_tagger_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-10-31 13:52
from abc import ABC
from typing import Union, Tuple, Any, List, Iterable
import tensorflow as tf
from hanlp.components.taggers.tagger_tf import TaggerComponent
from hanlp.transform.tsv_tf import TSVTaggingTransform
from hanlp.common.vocab_tf import Voca... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/__init__.py | hanlp/components/taggers/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-08-28 15:39 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/ngram_conv/ngram_conv_tagger.py | hanlp/components/taggers/ngram_conv/ngram_conv_tagger.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-10-25 00:04
from typing import Union, Optional, Tuple, Any, Iterable, List
import tensorflow as tf
from hanlp_common.structure import SerializableDict
from hanlp.components.taggers.tagger_tf import TaggerComponent
from hanlp.transform.tsv_tf import TSVTaggingTrans... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/ngram_conv/__init__.py | hanlp/components/taggers/ngram_conv/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-29 22:18 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/transformers/transformer_tagger_tf.py | hanlp/components/taggers/transformers/transformer_tagger_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-29 13:55
import math
import tensorflow as tf
from hanlp.common.transform_tf import Transform
from hanlp.components.taggers.tagger_tf import TaggerComponent
from hanlp.components.taggers.transformers.transformer_transform_tf import TransformerTransform
from hanlp... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/transformers/metrics_tf.py | hanlp/components/taggers/transformers/metrics_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-30 16:33
import tensorflow as tf
class Accuracy(tf.keras.metrics.SparseCategoricalAccuracy):
def __init__(self, name='sparse_categorical_accuracy', dtype=None, mask_value=0):
super().__init__(name, dtype)
self.mask_value = mask_value
de... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/transformers/transformer_tagger.py | hanlp/components/taggers/transformers/transformer_tagger.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-15 20:55
import logging
from typing import Union, List
import torch
from torch import nn
from torch.utils.data import DataLoader
from hanlp.common.dataset import PadSequenceDataLoader, SamplerBuilder, TransformableDataset
from hanlp.common.structure import Histo... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/transformers/__init__.py | hanlp/components/taggers/transformers/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-29 13:57 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/transformers/transformer_transform_tf.py | hanlp/components/taggers/transformers/transformer_transform_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-29 15:14
from typing import Union, Tuple, List, Iterable
import tensorflow as tf
from hanlp_common.structure import SerializableDict
from hanlp.common.transform_tf import Transform
from hanlp.common.vocab_tf import VocabTF
from hanlp.layers.transformers.utils_tf... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/rnn/rnntaggingmodel.py | hanlp/components/taggers/rnn/rnntaggingmodel.py | # MIT License
#
# Copyright (c) 2020 Yu Zhang
#
# 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, copy, modify, merge, pub... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/taggers/rnn/__init__.py | hanlp/components/taggers/rnn/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-05-19 15:41 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/eos/__init__.py | hanlp/components/eos/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-26 20:19 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/eos/ngram.py | hanlp/components/eos/ngram.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-26 20:19
import logging
from collections import Counter
from typing import Union, List, Callable
import torch
from torch import nn, optim
from torch.nn import BCEWithLogitsLoss
from torch.utils.data import DataLoader
from hanlp.common.dataset import PadSequenceD... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/sts/transformer_sts.py | hanlp/components/sts/transformer_sts.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-05-20 17:03
import logging
from typing import Union, List
import torch
from torch.utils.data import DataLoader
from hanlp.common.structure import History
from hanlp.layers.transformers.pt_imports import AutoConfig_, AutoTokenizer_
from transformers import AutoModelFo... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/sts/__init__.py | hanlp/components/sts/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-05-20 17:02
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/ner/transformer_ner.py | hanlp/components/ner/transformer_ner.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-10-07 11:08
import functools
from typing import Union, List, Dict, Any, Set
from hanlp_trie import DictInterface, TrieDict
from hanlp.common.dataset import SamplerBuilder
from hanlp.components.taggers.transformers.transformer_tagger import TransformerTagger
from ha... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/ner/rnn_ner.py | hanlp/components/ner/rnn_ner.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-12 18:00
from typing import Any
import torch
from hanlp_common.util import merge_locals_kwargs
import hanlp.utils.span_util
from hanlp.components.taggers.rnn_tagger import RNNTagger
from hanlp.metrics.chunking.conlleval import SpanF1
class RNNNamedEntityRecogn... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/ner/ner_tf.py | hanlp/components/ner/ner_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-09-14 20:33
from abc import ABC
from typing import Union, Any, Tuple, Iterable
import tensorflow as tf
from hanlp.components.taggers.transformers.transformer_transform_tf import TransformerTransform
from hanlp.common.transform_tf import Transform
from hanlp.common... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/ner/__init__.py | hanlp/components/ner/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-21 17:22 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/ner/biaffine_ner/biaffine_ner.py | hanlp/components/ner/biaffine_ner/biaffine_ner.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-09 18:13
import logging
from typing import Union, List, Callable, Dict, Any
from hanlp_common.constant import IDX
from hanlp.common.structure import History
from hanlp.components.ner.biaffine_ner.biaffine_ner_model import BiaffineNamedEntityRecognitionModel
from ... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/ner/biaffine_ner/__init__.py | hanlp/components/ner/biaffine_ner/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-21 18:41 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/ner/biaffine_ner/biaffine_ner_model.py | hanlp/components/ner/biaffine_ner/biaffine_ner_model.py | from typing import Dict
import torch
import torch.nn.functional as F
from torch import nn
import hanlp.utils.torch_util
from hanlp.layers.time_distributed import TimeDistributed
from ...parsers.biaffine.biaffine import Biaffine
def initializer_1d(input_tensor, initializer):
assert len(input_tensor.size()) == 1
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/lm/mlm.py | hanlp/components/lm/mlm.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-01-29 21:07
import logging
import math
from typing import Callable, Union, List
import torch
from hanlp_common.constant import IDX
from hanlp_common.util import reorder
from torch.utils.data import DataLoader
from transformers import AutoModelForMaskedLM
from transf... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/lm/__init__.py | hanlp/components/lm/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-01-29 21:07
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/__init__.py | hanlp/components/srl/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-22 20:50 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_bio/baffine_tagging.py | hanlp/components/srl/span_bio/baffine_tagging.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-04 13:59
import math
import torch
from torch import nn
from hanlp.components.parsers.biaffine.biaffine import Biaffine
from hanlp.components.parsers.biaffine.mlp import MLP
from hanlp.layers.crf.crf import CRF
class BiaffineTaggingDecoder(nn.Module):
def ... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_bio/__init__.py | hanlp/components/srl/span_bio/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-04 13:59
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_bio/span_bio.py | hanlp/components/srl/span_bio/span_bio.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-22 20:54
import logging
from copy import copy
from typing import Union, List, Callable, Dict, Any
from bisect import bisect
import torch
import torch.nn.functional as F
from torch import nn
from torch.utils.data import DataLoader
from hanlp_common.constant import... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_rank/layer.py | hanlp/components/srl/span_rank/layer.py | # Adopted from https://github.com/KiroSummer/A_Syntax-aware_MTL_Framework_for_Chinese_SRL
import torch
import torch.nn as nn
from torch.autograd import Variable
import numpy as np
import torch.nn.functional as F
from hanlp.components.srl.span_rank.util import block_orth_normal_initializer
def get_tensor_np(t):
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_rank/util.py | hanlp/components/srl/span_rank/util.py | # Adopted from https://github.com/KiroSummer/A_Syntax-aware_MTL_Framework_for_Chinese_SRL
import torch
def block_orth_normal_initializer(input_size, output_size):
weight = []
for o in output_size:
for i in input_size:
param = torch.FloatTensor(o, i)
torch.nn.init.orthogonal_(pa... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_rank/span_ranking_srl_model.py | hanlp/components/srl/span_rank/span_ranking_srl_model.py | from typing import Dict
import hanlp.utils.torch_util
from hanlp.layers.feedforward import FeedForward
from hanlp.layers.time_distributed import TimeDistributed
from .highway_variational_lstm import *
import torch
from ...parsers.biaffine.biaffine import Biaffine
def initializer_1d(input_tensor, initializer):
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_rank/srl_eval_utils.py | hanlp/components/srl/span_rank/srl_eval_utils.py | # Evaluation util functions for PropBank SRL.
import codecs
import collections
import operator
import tempfile
from collections import Counter
from hanlp.metrics.srl.srlconll import official_conll_05_evaluate
_SRL_CONLL_EVAL_SCRIPT = "../run_eval.sh"
def split_example_for_eval(example):
"""Split document-based... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_rank/inference_utils.py | hanlp/components/srl/span_rank/inference_utils.py | # Adopted from https://github.com/KiroSummer/A_Syntax-aware_MTL_Framework_for_Chinese_SRL
# Inference functions for the SRL model.
import numpy as np
def decode_spans(span_starts, span_ends, span_scores, labels_inv):
"""
Args:
span_starts: [num_candidates,]
span_scores: [num_candidates, num_labe... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_rank/highway_variational_lstm.py | hanlp/components/srl/span_rank/highway_variational_lstm.py | # Adopted from https://github.com/KiroSummer/A_Syntax-aware_MTL_Framework_for_Chinese_SRL
import torch
import torch.nn as nn
import torch.nn.functional as F
import torch.nn.init as init
from torch.autograd import Variable
from .layer import DropoutLayer, HighwayLSTMCell, VariationalLSTMCell
def initializer_1d(input_... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_rank/__init__.py | hanlp/components/srl/span_rank/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-19 22:22 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/srl/span_rank/span_rank.py | hanlp/components/srl/span_rank/span_rank.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-09 18:13
import logging
from bisect import bisect
from typing import Union, List, Callable, Tuple, Dict, Any
from hanlp_common.constant import IDX
from hanlp.layers.transformers.utils import build_optimizer_scheduler_with_transformer
import torch
from torch.utils... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/classifiers/transformer_classifier.py | hanlp/components/classifiers/transformer_classifier.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-08 16:31
import logging
from abc import ABC
from typing import Callable, Union
from typing import List
import torch
from torch import nn
from torch.utils.data import DataLoader
from hanlp_common.constant import IDX
from hanlp.common.dataset import TableDataset, ... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/classifiers/transformer_classifier_hf.py | hanlp/components/classifiers/transformer_classifier_hf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2023-02-17 17:54
import logging
from typing import List, Union, Callable
import torch
from torch.utils.data import DataLoader
from transformers import AutoModelForSequenceClassification, PreTrainedTokenizer, AutoTokenizer
from hanlp.common.dataset import TableDataset, P... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/classifiers/transformer_regression_hf.py | hanlp/components/classifiers/transformer_regression_hf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2023-02-17 17:54
import logging
from typing import List, Union, Callable
import torch
from torch.utils.data import DataLoader
from transformers import AutoModelForSequenceClassification, PreTrainedTokenizer, AutoTokenizer
from hanlp.common.dataset import TableDataset, P... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/classifiers/fasttext_classifier.py | hanlp/components/classifiers/fasttext_classifier.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2022-09-28 13:31
import os
import sys
from typing import List, Union
import fasttext
from fasttext.FastText import _FastText
import hanlp
from hanlp.common.component import Component
from hanlp.utils.io_util import get_resource, stdout_redirected
from hanlp_common.io im... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/classifiers/__init__.py | hanlp/components/classifiers/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-11-10 13:18 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/classifiers/transformer_classifier_tf.py | hanlp/components/classifiers/transformer_classifier_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-11-10 13:19
import math
from typing import Union, Tuple, Any, Iterable
import tensorflow as tf
from hanlp.common.keras_component import KerasComponent
from hanlp_common.structure import SerializableDict
from hanlp.layers.transformers.loader_tf import build_transform... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/tokenizers/tok.py | hanlp/components/tokenizers/tok.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-12 13:08
from typing import Any, Callable
from hanlp.components.taggers.rnn_tagger import RNNTagger
from hanlp.datasets.tokenization.loaders.chunking_dataset import ChunkingDataset
from hanlp.metrics.chunking.chunking_f1 import ChunkingF1
from hanlp.utils.span_ut... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/tokenizers/__init__.py | hanlp/components/tokenizers/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-11 02:48 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/tokenizers/multi_criteria_cws_transformer.py | hanlp/components/tokenizers/multi_criteria_cws_transformer.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-10-21 19:55
from typing import List, Union
from hanlp.common.dataset import SamplerBuilder
from hanlp.components.taggers.transformers.transformer_tagger import TransformerTagger
from hanlp.components.tokenizers.transformer import TransformerTaggingTokenizer
from han... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/tokenizers/tok_tf.py | hanlp/components/tokenizers/tok_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-10-27 14:30
import logging
from typing import Union, Any, List, Tuple, Iterable
import tensorflow as tf
from hanlp.common.keras_component import KerasComponent
from hanlp.components.taggers.ngram_conv.ngram_conv_tagger import NgramTransform, NgramConvTaggerTF
from ... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/tokenizers/transformer.py | hanlp/components/tokenizers/transformer.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-11 02:48
import functools
from typing import TextIO, Union, List, Dict, Any, Set
import torch
from hanlp.common.dataset import SamplerBuilder
from hanlp.common.transform import TransformList
from hanlp.components.taggers.transformers.transformer_tagger import Tra... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/conll.py | hanlp/components/parsers/conll.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-26 15:37
from typing import Union
from hanlp.utils.io_util import get_resource, TimingFileIterator
from hanlp.utils.log_util import logger
def collapse_enhanced_empty_nodes(sent: list):
collapsed = []
for cells in sent:
if isinstance(cells[0], f... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/parse_alg.py | hanlp/components/parsers/parse_alg.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-04-02 23:20
from collections import defaultdict
import hanlp.utils.span_util
from hanlp.components.parsers.chu_liu_edmonds import decode_mst
import numpy as np
class Tarjan:
"""Computes Tarjan's algorithm for finding strongly connected components (cycles) of a... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/alg_tf.py | hanlp/components/parsers/alg_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-26 19:49
# Ported from the PyTorch implementation https://github.com/zysite/biaffine-parser
from typing import List
import numpy as np
import tensorflow as tf
from collections import defaultdict
def nonzero(t: tf.Tensor) -> tf.Tensor:
return tf.where(t > 0)
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/chu_liu_edmonds.py | hanlp/components/parsers/chu_liu_edmonds.py | # Adopted from https://github.com/allenai/allennlp under Apache Licence 2.0.
# Changed the packaging.
from typing import List, Set, Tuple, Dict
import numpy
def decode_mst(
energy: numpy.ndarray, length: int, has_labels: bool = True
) -> Tuple[numpy.ndarray, numpy.ndarray]:
"""Note: Counter to typical in... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/biaffine_parser_tf.py | hanlp/components/parsers/biaffine_parser_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-22 12:47
import logging
import math
import os
from typing import List
import numpy as np
import tensorflow as tf
from hanlp.components.parsers.parse_alg import unique_root, adjust_root_score, chu_liu_edmonds
from hanlp.layers.transformers.loader_tf import build_t... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/__init__.py | hanlp/components/parsers/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-22 12:46 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/alg.py | hanlp/components/parsers/alg.py | # MIT License
#
# Copyright (c) 2020 Yu Zhang
#
# 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, copy, modify, merge, pub... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/constituency/treecrf.py | hanlp/components/parsers/constituency/treecrf.py | # -*- coding:utf-8 -*-
# Adopted from https://github.com/yzhangcs/parser
# MIT License
#
# Copyright (c) 2020 Yu Zhang
#
# 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, i... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/constituency/crf_constituency_model.py | hanlp/components/parsers/constituency/crf_constituency_model.py | # -*- coding:utf-8 -*-
# Adopted from https://github.com/yzhangcs/parser
# MIT License
#
# Copyright (c) 2020 Yu Zhang
#
# 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, i... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/constituency/crf_constituency_parser.py | hanlp/components/parsers/constituency/crf_constituency_parser.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-11-28 21:24
import logging
from typing import Union, List
import torch
from phrasetree.tree import Tree
from torch.utils.data import DataLoader
from hanlp_common.constant import BOS, EOS, IDX
from hanlp.common.dataset import TransformableDataset, SamplerBuilder, Pa... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/constituency/__init__.py | hanlp/components/parsers/constituency/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-11-28 19:26
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/biaffine_tf/model.py | hanlp/components/parsers/biaffine_tf/model.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-26 23:04
import tensorflow as tf
from hanlp.layers.transformers.tf_imports import TFPreTrainedModel
from hanlp.components.parsers.biaffine_tf.layers import IndependentDropout, SharedDropout, Biaffine, MLP
class BiaffineModelTF(tf.keras.Model):
def __init__(... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/biaffine_tf/__init__.py | hanlp/components/parsers/biaffine_tf/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-26 23:03 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/biaffine_tf/layers.py | hanlp/components/parsers/biaffine_tf/layers.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-26 23:05
# Ported from the PyTorch implementation https://github.com/zysite/biaffine-parser
import tensorflow as tf
from hanlp.utils.tf_util import tf_bernoulli
class Biaffine(tf.keras.layers.Layer):
def __init__(self, n_in, n_out=1, bias_x=True, bias_y=True... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/biaffine_tf/alg.py | hanlp/components/parsers/biaffine_tf/alg.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-26 19:49
# Ported from the PyTorch implementation https://github.com/zysite/biaffine-parser
from typing import List
import numpy as np
import tensorflow as tf
from collections import defaultdict
def nonzero(t: tf.Tensor) -> tf.Tensor:
return tf.where(t > 0)
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/parsers/biaffine/biaffine_model.py | hanlp/components/parsers/biaffine/biaffine_model.py | # -*- coding: utf-8 -*-
from typing import Any, Tuple
import torch
import torch.nn as nn
from torch.nn.utils.rnn import (pack_padded_sequence, pad_packed_sequence,
pad_sequence)
from hanlp.components.parsers.biaffine.biaffine import Biaffine
from hanlp.components.parsers.biaffine.mlp i... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
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