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/datasets/parsing/ctb7.py | hanlp/datasets/parsing/ctb7.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-28 18:44
from hanlp.datasets.parsing.ctb5 import _CTB_HOME
_CTB7_HOME = _CTB_HOME + 'BPNN/data/ctb7/'
CTB7_DEP_TRAIN = _CTB7_HOME + 'train.conll'
'''Training set for ctb7 dependency parsing.'''
CTB7_DEP_DEV = _CTB7_HOME + 'dev.conll'
'''Dev set for ctb7 dependen... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/semeval16.py | hanlp/datasets/parsing/semeval16.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-28 00:51
from hanlp_common.conll import CoNLLSentence
import os
from hanlp.utils.io_util import get_resource, merge_files
from hanlp_common.io import eprint
_SEMEVAL2016_HOME = 'https://github.com/HIT-SCIR/SemEval-2016/archive/master.zip'
SEMEVAL2016_NEWS_TRAIN... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/loaders/_ctb_utils.py | hanlp/datasets/parsing/loaders/_ctb_utils.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-11-25 16:14
import os
import shutil
import sys
from collections import defaultdict
from os import listdir
from os.path import join, isfile
from typing import List
from phrasetree.tree import Tree
from hanlp.components.parsers.conll import read_conll
from hanlp.util... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/loaders/constituency_dataset.py | hanlp/datasets/parsing/loaders/constituency_dataset.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-11-28 19:27
from typing import List
from phrasetree.tree import Tree
from hanlp_common.constant import EOS, BOS
from hanlp.common.dataset import TransformableDataset
class ConstituencyDataset(TransformableDataset):
def load_file(self, filepath: str):
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/loaders/conll_dataset.py | hanlp/datasets/parsing/loaders/conll_dataset.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-05-08 16:10
from typing import Union, List, Callable, Dict
from hanlp_common.constant import ROOT, EOS, BOS
from hanlp.common.dataset import TransformableDataset
from hanlp.components.parsers.conll import read_conll
from hanlp.utils.io_util import TimingFileIterator... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/loaders/__init__.py | hanlp/datasets/parsing/loaders/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-12-28 19:04
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/ud/ud27m.py | hanlp/datasets/parsing/ud/ud27m.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-05-21 20:39
import os
from hanlp.datasets.parsing.ud import concat_treebanks
from hanlp.datasets.parsing.ud.ud27 import _UD_27_HOME
_UD_27_MULTILINGUAL_HOME = concat_treebanks(_UD_27_HOME, '2.7')
UD_27_MULTILINGUAL_TRAIN = os.path.join(_UD_27_MULTILINGUAL_HOME, 'tr... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/ud/ud23.py | hanlp/datasets/parsing/ud/ud23.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-05-21 20:26
_UD_23_HOME = "https://lindat.mff.cuni.cz/repository/xmlui/bitstream/handle/11234/1-2895/ud-treebanks-v2.3.tgz?sequence=1&isAllowed=y"
_UD_24_HOME = "https://lindat.mff.cuni.cz/repository/xmlui/bitstream/handle/11234/1-2988/ud-treebanks-v2.4.tgz?sequence... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/ud/ud210m.py | hanlp/datasets/parsing/ud/ud210m.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-05-21 20:39
import os
from hanlp.datasets.parsing.ud import concat_treebanks
from hanlp.datasets.parsing.ud.ud210 import _UD_210_HOME
_UD_210_MULTILINGUAL_HOME = concat_treebanks(_UD_210_HOME, '2.10')
UD_210_MULTILINGUAL_TRAIN = os.path.join(_UD_210_MULTILINGUAL_HO... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/ud/ud23m.py | hanlp/datasets/parsing/ud/ud23m.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-05-21 20:39
import os
from hanlp.datasets.parsing.ud import concat_treebanks
from .ud23 import _UD_23_HOME
_UD_23_MULTILINGUAL_HOME = concat_treebanks(_UD_23_HOME, '2.3')
UD_23_MULTILINGUAL_TRAIN = os.path.join(_UD_23_MULTILINGUAL_HOME, 'train.conllu')
UD_23_MULTIL... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/ud/__init__.py | hanlp/datasets/parsing/ud/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-07 21:45
import os
import shutil
from hanlp.components.parsers.ud.udify_util import get_ud_treebank_files
from hanlp.utils.io_util import get_resource
from hanlp.utils.log_util import flash
def concat_treebanks(home, version):
ud_home = get_resource(home)
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/ud/ud210.py | hanlp/datasets/parsing/ud/ud210.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-07 21:03
import glob
import os
from hanlp.utils.io_util import uncompress, get_resource
_UD_210_URL = "https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-4758/allzip"
_UD_210_HOME = _UD_210_URL + '#ud-treebanks-v2.10/'
_path = get_resource(_UD_210_URL)
i... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | true |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/parsing/ud/ud27.py | hanlp/datasets/parsing/ud/ud27.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-07 21:03
import glob
import os
from hanlp.utils.io_util import uncompress, get_resource
_UD_27_URL = "https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3424/allzip"
_UD_27_HOME = _UD_27_URL + '#ud-treebanks-v2.7/'
_path = get_resource(_UD_27_URL)
if os.... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | true |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/eos/eos.py | hanlp/datasets/eos/eos.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-26 18:12
import itertools
from collections import Counter
from typing import Union, List, Callable
from hanlp.common.dataset import TransformableDataset
from hanlp.utils.io_util import TimingFileIterator
from hanlp.utils.log_util import cprint
from hanlp.utils.st... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/eos/__init__.py | hanlp/datasets/eos/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-26 18:11 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/eos/loaders/nn_eos.py | hanlp/datasets/eos/loaders/nn_eos.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-24 22:51
_SETIMES2_EN_HR_SENTENCES_HOME = 'https://schweter.eu/cloud/nn_eos/SETIMES2.en-hr.sentences.tar.xz'
SETIMES2_EN_HR_HR_SENTENCES_TRAIN = _SETIMES2_EN_HR_SENTENCES_HOME + '#SETIMES2.en-hr.hr.sentences.train'
'''Training set of SETimes corpus.'''
SETIMES2_EN... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/eos/loaders/__init__.py | hanlp/datasets/eos/loaders/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-12-28 19:03
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/classification/sentiment.py | hanlp/datasets/classification/sentiment.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-30 21:03
_ERNIE_TASK_DATA = 'https://ernie.bj.bcebos.com/task_data_zh.tgz#'
CHNSENTICORP_ERNIE_TRAIN = _ERNIE_TASK_DATA + 'chnsenticorp/train.tsv'
CHNSENTICORP_ERNIE_DEV = _ERNIE_TASK_DATA + 'chnsenticorp/dev.tsv'
CHNSENTICORP_ERNIE_TEST = _ERNIE_TASK_DATA + 'chn... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/classification/__init__.py | hanlp/datasets/classification/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-11-10 11:49 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/lu/glue.py | hanlp/datasets/lu/glue.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-11-10 11:47
from hanlp.common.dataset import TableDataset
STANFORD_SENTIMENT_TREEBANK_2_TRAIN = 'http://file.hankcs.com/corpus/SST2.zip#train.tsv'
STANFORD_SENTIMENT_TREEBANK_2_DEV = 'http://file.hankcs.com/corpus/SST2.zip#dev.tsv'
STANFORD_SENTIMENT_TREEBANK_2_TEST... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/lu/__init__.py | hanlp/datasets/lu/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-12-28 19:08
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/sts/__init__.py | hanlp/datasets/sts/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-05-20 16:25
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/sts/stsb.py | hanlp/datasets/sts/stsb.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-05-20 16:25
from typing import Union, List, Callable
from hanlp.common.dataset import TransformableDataset
from hanlp.utils.io_util import read_cells
STS_B_TRAIN = 'http://ixa2.si.ehu.es/stswiki/images/4/48/Stsbenchmark.tar.gz#sts-train.csv'
STS_B_DEV = 'http://ixa... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/ner/msra.py | hanlp/datasets/ner/msra.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-28 23:13
_MSRA_NER_HOME = 'http://file.hankcs.com/corpus/msra_ner.zip'
_MSRA_NER_TOKEN_LEVEL_HOME = 'http://file.hankcs.com/corpus/msra_ner_token_level.zip'
MSRA_NER_CHAR_LEVEL_TRAIN = f'{_MSRA_NER_HOME}#train.tsv'
'''Training set of MSRA (:cite:`levow-2006-thir... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/ner/weibo.py | hanlp/datasets/ner/weibo.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-03 23:33
from hanlp.common.dataset import TransformableDataset
from hanlp.utils.io_util import get_resource, generate_words_tags_from_tsv
_WEIBO_NER_HOME = 'https://github.com/hltcoe/golden-horse/archive/master.zip#data/'
WEIBO_NER_TRAIN = _WEIBO_NER_HOME + 'we... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/ner/resume.py | hanlp/datasets/ner/resume.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-08 12:10
from hanlp.common.dataset import TransformableDataset
from hanlp.utils.io_util import get_resource, generate_words_tags_from_tsv
_RESUME_NER_HOME = 'https://github.com/jiesutd/LatticeLSTM/archive/master.zip#'
RESUME_NER_TRAIN = _RESUME_NER_HOME + 'Resu... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/ner/conll03.py | hanlp/datasets/ner/conll03.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-06 15:31
CONLL03_EN_TRAIN = 'https://file.hankcs.com/corpus/conll03_en_iobes.zip#eng.train.tsv'
'''Training set of CoNLL03 (:cite:`tjong-kim-sang-de-meulder-2003-introduction`)'''
CONLL03_EN_DEV = 'https://file.hankcs.com/corpus/conll03_en_iobes.zip#eng.dev.tsv'... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/ner/__init__.py | hanlp/datasets/ner/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-06 15:32 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/ner/loaders/tsv.py | hanlp/datasets/ner/loaders/tsv.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-24 23:09
from typing import Union, List, Callable
from hanlp.common.dataset import TransformableDataset
from hanlp.utils.io_util import get_resource, generate_words_tags_from_tsv
from hanlp.utils.string_util import split_long_sentence_into
class TSVTaggingDatas... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/ner/loaders/__init__.py | hanlp/datasets/ner/loaders/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-12-28 19:04
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/ner/loaders/json_ner.py | hanlp/datasets/ner/loaders/json_ner.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-21 16:26
import json
import os
from typing import Union, List, Callable, Dict
from hanlp_common.constant import NULL
import hanlp.utils.span_util
from hanlp.common.dataset import TransformableDataset
from hanlp.utils.io_util import TimingFileIterator, read_tsv_a... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/lm/__init__.py | hanlp/datasets/lm/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-05 21:41
_PTB_HOME = 'http://www.fit.vutbr.cz/~imikolov/rnnlm/simple-examples.tgz#'
PTB_TOKEN_TRAIN = _PTB_HOME + 'data/ptb.train.txt'
PTB_TOKEN_DEV = _PTB_HOME + 'data/ptb.valid.txt'
PTB_TOKEN_TEST = _PTB_HOME + 'data/ptb.test.txt'
PTB_CHAR_TRAIN = _PTB_HOME + ... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/lm/loaders/lm_dataset.py | hanlp/datasets/lm/loaders/lm_dataset.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-05 21:42
import os
from typing import Union, Callable, List
import hanlp_common.io
import torch
from hanlp.common.dataset import TransformSequentialDataset
from hanlp.common.transform import ToChar, WhitespaceTokenizer, AppendEOS, FieldToIndex
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/datasets/lm/loaders/__init__.py | hanlp/datasets/lm/loaders/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-12-28 19:04
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/srl/__init__.py | hanlp/datasets/srl/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-22 19:15
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/srl/ontonotes5/english.py | hanlp/datasets/srl/ontonotes5/english.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-25 18:48
from urllib.error import HTTPError
from hanlp.datasets.srl.ontonotes5 import ONTONOTES5_HOME, CONLL12_HOME
from hanlp.datasets.srl.ontonotes5._utils import make_gold_conll, make_ontonotes_language_jsonlines, \
batch_make_ner_tsv_if_necessary, batch... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/srl/ontonotes5/chinese.py | hanlp/datasets/srl/ontonotes5/chinese.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-11-26 16:07
import os
from urllib.error import HTTPError
import shutil
from hanlp.datasets.srl.ontonotes5 import ONTONOTES5_HOME, CONLL12_HOME
from hanlp.datasets.srl.ontonotes5._utils import make_gold_conll, make_ontonotes_language_jsonlines, \
batch_make_ner_t... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/srl/ontonotes5/__init__.py | hanlp/datasets/srl/ontonotes5/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-11-26 16:07
ONTONOTES5_HOME = 'https://catalog.ldc.upenn.edu/LDC2013T19/LDC2013T19.tgz#/ontonotes-release-5.0/data/'
CONLL12_HOME = ONTONOTES5_HOME + '../conll-2012/'
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/srl/ontonotes5/_utils.py | hanlp/datasets/srl/ontonotes5/_utils.py | #!/usr/bin/env python
import codecs
import collections
import glob
import json
import os
import re
import sys
from pprint import pprint
from typing import List, Dict, Union
from hanlp_common.io import eprint, save_json
from hanlp.common.transform import NormalizeToken
from hanlp.datasets.parsing.loaders._ctb_utils im... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/srl/loaders/ontonotes_loader.py | hanlp/datasets/srl/loaders/ontonotes_loader.py | from typing import DefaultDict, List, Optional, Iterator, Set, Tuple, Dict
from collections import defaultdict
import codecs
import os
import logging
from hanlp.utils.span_util import TypedSpan, enumerate_spans
from phrasetree.tree import Tree
logger = logging.getLogger(__name__)
class OntonotesSentence:
"""
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/srl/loaders/__init__.py | hanlp/datasets/srl/loaders/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-12-28 19:05
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/srl/loaders/conll2012.py | hanlp/datasets/srl/loaders/conll2012.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-22 19:15
import glob
import json
import os
from typing import Union, List, Callable
from hanlp.utils.span_util import enumerate_spans
from hanlp.common.dataset import TransformableDataset
from hanlp.common.transform import NamedTransform
from hanlp.utils.io_util... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/pos/ctb5.py | hanlp/datasets/pos/ctb5.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-28 22:51
_CTB5_POS_HOME = 'http://file.hankcs.com/corpus/ctb5.1-pos.zip'
CTB5_POS_TRAIN = f'{_CTB5_POS_HOME}#train.tsv'
'''PoS training set for CTB5.'''
CTB5_POS_DEV = f'{_CTB5_POS_HOME}#dev.tsv'
'''PoS dev set for CTB5.'''
CTB5_POS_TEST = f'{_CTB5_POS_HOME}#tes... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/pos/__init__.py | hanlp/datasets/pos/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-28 22:50 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/coref/__init__.py | hanlp/datasets/coref/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-04 13:39 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/datasets/coref/loaders/conll12coref.py | hanlp/datasets/coref/loaders/conll12coref.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-04 15:33
import collections
import os
from typing import Union, List, Callable, DefaultDict, Tuple, Optional, Iterator
from hanlp.datasets.srl.loaders.ontonotes_loader import Ontonotes as _Ontonotes, OntonotesSentence, \
make_coref_instance
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/datasets/coref/loaders/__init__.py | hanlp/datasets/coref/loaders/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-12-28 19:03
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/accuracy.py | hanlp/metrics/accuracy.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-12 17:56
from typing import Optional, Iterable
import torch
from hanlp.metrics.metric import Metric
class CategoricalAccuracy(Metric):
"""
Categorical Top-K accuracy. Assumes integer labels, with
each item to be classified having a single correct c... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/spearman_correlation.py | hanlp/metrics/spearman_correlation.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2021-05-23 16:12
import torch
from hanlp.metrics.metric import Metric
def _get_ranks(x: torch.Tensor) -> torch.Tensor:
argsort = x.argsort()
ranks = torch.zeros_like(argsort, device=x.device)
ranks[argsort] = torch.arange(len(x), device=x.device)
return... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/__init__.py | hanlp/metrics/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-09-14 21:55 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/metric.py | hanlp/metrics/metric.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-03 11:35
from abc import ABC, abstractmethod
class Metric(ABC):
def __lt__(self, other):
return self.score < other
def __le__(self, other):
return self.score <= other
def __eq__(self, other):
return self.score == other
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/f1.py | hanlp/metrics/f1.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-10 14:55
from abc import ABC
from hanlp.metrics.metric import Metric
class F1(Metric, ABC):
def __init__(self, nb_pred=0, nb_true=0, nb_correct=0) -> None:
super().__init__()
self.nb_correct = nb_correct
self.nb_pred = nb_pred
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/mtl.py | hanlp/metrics/mtl.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-03 00:16
from hanlp.metrics.metric import Metric
class MetricDict(Metric, dict):
_COLORS = ["magenta", "cyan", "green", "yellow"]
@property
def score(self):
return sum(float(x) for x in self.values()) / len(self)
def __call__(self, pred... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/amr/__init__.py | hanlp/metrics/amr/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-24 12:47 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/amr/smatch_eval.py | hanlp/metrics/amr/smatch_eval.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-24 12:47
import os
import warnings
from typing import Union
from hanlp.metrics.f1 import F1_
from hanlp.metrics.mtl import MetricDict
from hanlp.utils.io_util import get_resource, run_cmd, pushd
from hanlp.utils.log_util import flash
_SMATCH_SCRIPT = 'https://gi... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/parsing/span.py | hanlp/metrics/parsing/span.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/metrics/parsing/labeled_score.py | hanlp/metrics/parsing/labeled_score.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-27 00:49
import tensorflow as tf
class LabeledScore(object):
def __init__(self, eps=1e-5):
super(LabeledScore, self).__init__()
self.eps = eps
self.total = 0.0
self.correct_arcs = 0.0
self.correct_rels = 0.0
de... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/parsing/labeled_f1_tf.py | hanlp/metrics/parsing/labeled_f1_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-27 21:42
import tensorflow as tf
class LabeledF1TF(object):
def __init__(self):
super(LabeledF1TF, self).__init__()
self.sum_gold_arcs_wo_punc = 0.0
self.sum_pred_arcs_wo_punc = 0.0
self.correct_arcs_wo_punc = 0.0
se... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/parsing/conllx_eval.py | hanlp/metrics/parsing/conllx_eval.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-03-08 22:35
import tempfile
from hanlp.utils.io_util import get_resource, get_exitcode_stdout_stderr
CONLLX_EVAL = get_resource(
'https://github.com/elikip/bist-parser/archive/master.zip' + '#bmstparser/src/utils/eval.pl')
def evaluate(gold_file, pred_file):
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/parsing/attachmentscore.py | hanlp/metrics/parsing/attachmentscore.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/metrics/parsing/labeled_f1.py | hanlp/metrics/parsing/labeled_f1.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-27 21:42
from hanlp.metrics.metric import Metric
class LabeledF1(Metric):
def __init__(self):
super(LabeledF1, self).__init__()
self.sum_gold_arcs_wo_punc = 0.0
self.sum_pred_arcs_wo_punc = 0.0
self.correct_arcs_wo_punc = 0... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/parsing/semdep_eval.py | hanlp/metrics/parsing/semdep_eval.py | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# Copyright 2017 Timothy Dozat
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless ... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/parsing/__init__.py | hanlp/metrics/parsing/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-27 00:48 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/srl/srlconll.py | hanlp/metrics/srl/srlconll.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-16 18:44
import os
from hanlp.utils.io_util import get_resource, get_exitcode_stdout_stderr, run_cmd
def official_conll_05_evaluate(pred_path, gold_path):
script_root = get_resource('http://www.lsi.upc.edu/~srlconll/srlconll-1.1.tgz')
lib_path = f'{scri... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/srl/__init__.py | hanlp/metrics/srl/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-07-16 18:44 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/chunking/iobes_tf.py | hanlp/metrics/chunking/iobes_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-09-14 21:55
from hanlp.common.vocab_tf import VocabTF
from hanlp.metrics.chunking.conlleval import SpanF1
from hanlp.metrics.chunking.chunking_f1_tf import ChunkingF1_TF
class IOBES_F1_TF(ChunkingF1_TF):
def __init__(self, tag_vocab: VocabTF, from_logits=True... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/chunking/bmes_tf.py | hanlp/metrics/chunking/bmes_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-09-14 21:55
from hanlp.common.vocab_tf import VocabTF
from hanlp.metrics.chunking.chunking_f1_tf import ChunkingF1_TF
from hanlp.metrics.chunking.sequence_labeling import get_entities
class BMES_F1_TF(ChunkingF1_TF):
def __init__(self, tag_vocab: VocabTF, fro... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/chunking/sequence_labeling.py | hanlp/metrics/chunking/sequence_labeling.py | # MIT License
#
# Copyright (c) 2018 chakki
#
# 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, publi... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/chunking/chunking_f1_tf.py | hanlp/metrics/chunking/chunking_f1_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-29 23:09
from abc import ABC, abstractmethod
import tensorflow as tf
from hanlp.common.vocab_tf import VocabTF
class ChunkingF1_TF(tf.keras.metrics.Metric, ABC):
def __init__(self, tag_vocab: VocabTF, from_logits=True, name='f1', dtype=None, **kwargs):
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/chunking/binary_chunking_f1.py | hanlp/metrics/chunking/binary_chunking_f1.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-02 14:27
from collections import defaultdict
from typing import List, Union
import torch
from hanlp.metrics.f1 import F1
class BinaryChunkingF1(F1):
def __call__(self, pred_tags: torch.LongTensor, gold_tags: torch.LongTensor, lens: List[int] = None):
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/chunking/__init__.py | hanlp/metrics/chunking/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-21 03:49 | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/chunking/conlleval.py | hanlp/metrics/chunking/conlleval.py | #!/usr/bin/env python
# Python version of the evaluation script from CoNLL'00-
# Intentional differences:
# - accept any space as delimiter by default
# - optional file argument (default STDIN)
# - option to set boundary (-b argument)
# - LaTeX output (-l argument) not supported
# - raw tags (-r argument) not support... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/metrics/chunking/chunking_f1.py | hanlp/metrics/chunking/chunking_f1.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-11 22:14
import io
from collections import defaultdict
from typing import List, Set, Tuple, Dict
from hanlp.metrics.chunking.conlleval import calculate_metrics, DetailedF1, metrics
from hanlp.metrics.chunking.sequence_labeling import get_entities
from hanlp.metri... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/lambda_wrapper.py | hanlp/components/lambda_wrapper.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-31 18:36
from typing import Callable, Any
from hanlp.common.component import Component
from hanlp_common.reflection import classpath_of, object_from_classpath, str_to_type
class LambdaComponent(Component):
def __init__(self, function: Callable) -> None:
... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/rnn_language_model_tf.py | hanlp/components/rnn_language_model_tf.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-04 17:28
from typing import List, Union
import tensorflow as tf
from hanlp.common.keras_component import KerasComponent
from hanlp.transform.text_tf import TextTransform
class RNNLanguageModel(KerasComponent):
def __init__(self, transform: TextTransform =... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/lemmatizer.py | hanlp/components/lemmatizer.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-08 18:35
from typing import List
from hanlp.common.transform import TransformList
from hanlp.components.parsers.ud.lemma_edit import gen_lemma_rule, apply_lemma_rule
from hanlp.components.taggers.transformers.transformer_tagger import TransformerTagger
def add_... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/pipeline.py | hanlp/components/pipeline.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-12-31 00:22
import types
from typing import Callable, Union, Iterable, Any
from hanlp.components.lambda_wrapper import LambdaComponent
from hanlp.common.component import Component
from hanlp_common.document import Document
from hanlp.utils.component_util import load_... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/__init__.py | hanlp/components/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2019-08-26 16:10
from .pipeline import Pipeline | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/distillation/distillable_component.py | hanlp/components/distillation/distillable_component.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-10-17 20:30
from abc import ABC
from copy import copy
import hanlp
from hanlp.common.torch_component import TorchComponent
from hanlp.components.distillation.losses import KnowledgeDistillationLoss
from hanlp.components.distillation.schedulers import TemperatureSche... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/distillation/losses.py | hanlp/components/distillation/losses.py | # Adopted from https://github.com/airaria/TextBrewer
# Apache License Version 2.0
import torch
import torch.nn.functional as F
from hanlp_common.configurable import AutoConfigurable
def kd_mse_loss(logits_S, logits_T, temperature=1):
'''
Calculate the mse loss between logits_S and logits_T
:param logit... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/distillation/schedulers.py | hanlp/components/distillation/schedulers.py | # Adopted from https://github.com/airaria/TextBrewer
# Apache License Version 2.0
from abc import ABC, abstractmethod
import torch
# x is between 0 and 1
from hanlp_common.configurable import AutoConfigurable
def linear_growth_weight_scheduler(x):
return x
def linear_decay_weight_scheduler(x):
return 1 - ... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/distillation/__init__.py | hanlp/components/distillation/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-10-17 20:29
| python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/mtl/multi_task_learning.py | hanlp/components/mtl/multi_task_learning.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-20 19:55
import functools
import itertools
import logging
import os
from collections import defaultdict
from copy import copy
from itertools import chain
from typing import Union, List, Callable, Dict, Optional, Any, Iterable, Tuple
import numpy as np
import torc... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | true |
hankcs/HanLP | https://github.com/hankcs/HanLP/blob/ddb1299bddff079e447af52ec12549c50636bfa8/hanlp/components/mtl/__init__.py | hanlp/components/mtl/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-06-20 19:54 | 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/amr.py | hanlp/components/mtl/tasks/amr.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-12 16:05
import logging
from typing import Dict, Any, List, Union, Iterable, Callable
import torch
from stog.data.dataset_readers.amr_parsing.amr import AMRGraph
from stog.data.dataset_readers.amr_parsing.node_utils import NodeUtilities
from stog.data.dataset_rea... | 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/lem.py | hanlp/components/mtl/tasks/lem.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-09 16:37
import logging
from typing import Dict, Any, Union, Iterable, Callable, List
import torch
from hanlp.common.dataset import SamplerBuilder, PadSequenceDataLoader
from hanlp.common.transform import VocabDict
from hanlp.components.lemmatizer import Transfor... | 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/dep_2nd.py | hanlp/components/mtl/tasks/dep_2nd.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-07 14:14
import logging
from typing import Dict, Any, Union, Iterable, Callable, List
import torch
from hanlp_common.util import merge_locals_kwargs
from torch.utils.data import DataLoader
import hanlp.utils.torch_util
from hanlp.common.dataset import SamplerBui... | 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/dep.py | hanlp/components/mtl/tasks/dep.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-13 21:39
import logging
from typing import Dict, Any, Union, Iterable, List
import torch
from torch.optim import Adam
from torch.optim.lr_scheduler import ExponentialLR
from torch.utils.data import DataLoader
from hanlp.common.dataset import SamplerBuilder, PadS... | 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/sdp.py | hanlp/components/mtl/tasks/sdp.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-13 21:39
import logging
from typing import Dict, Any, Union, Iterable, List
import torch
from torch.optim import Adam
from torch.optim.lr_scheduler import ExponentialLR
from torch.utils.data import DataLoader
from hanlp.common.dataset import SamplerBuilder, PadS... | 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/__init__.py | hanlp/components/mtl/tasks/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-02 16:51
import logging
import os
import warnings
from abc import ABC, abstractmethod
from copy import copy
from typing import Callable, Dict, Any, Union, Iterable, List
import torch
from hanlp_common.util import merge_locals_kwargs
from torch.utils.data import D... | 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/pos.py | hanlp/components/mtl/tasks/pos.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-10-19 18:56
import logging
from typing import Dict, Any, Union, Iterable, Callable, List, Tuple, Sequence
import torch
from torch.utils.data import DataLoader
from hanlp.common.dataset import SamplerBuilder, PadSequenceDataLoader
from hanlp.common.transform import ... | 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/ud.py | hanlp/components/mtl/tasks/ud.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-17 21:54
import logging
from typing import Dict, Any, List, Union, Iterable, Callable
import torch
from torch.utils.data import DataLoader
from hanlp.common.dataset import SamplerBuilder, PadSequenceDataLoader
from hanlp_common.document import Document
from hanl... | 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/constituency.py | hanlp/components/mtl/tasks/constituency.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-11-29 16:52
import logging
from typing import Dict, Any, List, Union, Iterable, Callable
import torch
from phrasetree.tree import Tree
from hanlp_common.constant import BOS, EOS
from hanlp_common.document import Document
from hanlp.components.parsers.biaffine.biaff... | 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/ner/tag_ner.py | hanlp/components/mtl/tasks/ner/tag_ner.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-03 14:35
import logging
from typing import Union, List, Dict, Any, Iterable, Callable, Set, Sequence
import torch
from hanlp_trie import DictInterface
from torch.utils.data import DataLoader
from hanlp.common.dataset import SamplerBuilder, PadSequenceDataLoader
... | 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/ner/biaffine_ner.py | hanlp/components/mtl/tasks/ner/biaffine_ner.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-05 01:49
import logging
from copy import copy
from typing import Dict, Any, Union, Iterable, List
import torch
from torch.utils.data import DataLoader
from hanlp.common.dataset import SamplerBuilder, PadSequenceDataLoader
from hanlp.common.transform import Vocab... | 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/ner/__init__.py | hanlp/components/mtl/tasks/ner/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-03 14:34
| 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/srl/__init__.py | hanlp/components/mtl/tasks/srl/__init__.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-04 16:49
| 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/srl/rank_srl.py | hanlp/components/mtl/tasks/srl/rank_srl.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-05 15:43
import logging
from typing import Union, List, Dict, Any, Iterable, Callable
import torch
from torch.utils.data import DataLoader
from hanlp.common.dataset import SamplerBuilder, PadSequenceDataLoader
from hanlp.common.transform import VocabDict
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/mtl/tasks/srl/bio_srl.py | hanlp/components/mtl/tasks/srl/bio_srl.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-12-04 16:50
import logging
from typing import Dict, Any, List, Union, Iterable, Callable
import torch
from torch.utils.data import DataLoader
from hanlp.common.dataset import PadSequenceDataLoader, SamplerBuilder
from hanlp.common.transform import VocabDict
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/mtl/tasks/tok/tag_tok.py | hanlp/components/mtl/tasks/tok/tag_tok.py | # -*- coding:utf-8 -*-
# Author: hankcs
# Date: 2020-08-11 16:35
import logging
from typing import Dict, Any, Union, Iterable, List, Set
import torch
from torch.utils.data import DataLoader
from hanlp.common.dataset import SamplerBuilder, PadSequenceDataLoader
from hanlp.common.transform import VocabDict, TransformLi... | python | Apache-2.0 | ddb1299bddff079e447af52ec12549c50636bfa8 | 2026-01-04T14:42:01.948856Z | false |
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