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GitHub / SrinidhiKulkarni28 / BERT-for-Sequence-Labeling-and-Text-Classification

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SrinidhiKulkarni28%2FBERT-for-Sequence-Labeling-and-Text-Classification

Fork of yuanxiaosc/BERT-for-Sequence-Labeling-and-Text-Classification
Stars: 0
Forks: 0
Open Issues: 0

License: apache-2.0
Language:
Repo Size: 2.82 MB
Dependencies: 384

Created: over 2 years ago
Updated: 10 months ago
Last pushed: over 2 years ago
Last synced: 10 months ago

Files

Readme

Dependencies

bert/requirements.txt pypi

tensorflow >=1.11.0

requirements.txt pypi

Automat ==0.7.0
Babel ==2.6.0
Bottleneck ==1.2.1
Click ==7.0
Cython ==0.29
Django ==2.1.7
EasyProcess ==0.2.7
Flask ==1.1.1
Flask-Cors ==3.0.8
Flask-RESTful ==0.3.6
Flask-Uploads ==0.2.1
GPUtil ==1.4.0
GitPython ==2.1.11
ItsDangerous ==1.0.0
Jinja2 ==2.10.3
Keras ==2.2.4
Keras-Applications ==1.0.6
Keras-Preprocessing ==1.0.5
Markdown ==3.0.1
MarkupSafe ==1.0
OpenNMT-tf ==1.10.1
Pillow ==5.3.0
PyDispatcher ==2.0.5
PyHamcrest ==1.9.0
PyJWT ==1.6.4
PyMySQL ==0.9.3
PyQt5 ==5.9.2
PyQt5-sip ==4.19.13
PySocks ==1.6.6
PyVirtualDisplay ==0.2.4
PyWavelets ==1.0.1
PyYAML ==3.12
Pygments ==2.3.1
Pympler ==0.6
QtAwesome ==0.5.1
QtPy ==1.5.2
RSeQC ==3.0.0
SQLAlchemy ==1.2.12
Scrapy ==1.6.0
SecretStorage ==3.1.0
Send2Trash ==1.5.0
Sphinx ==1.8.1
Twisted ==18.9.0
Unidecode ==1.1.1
Werkzeug ==0.16.0
XlsxWriter ==1.1.2
absl-py ==0.7.1
alabaster ==0.7.12
allennlp ==0.9.0
anaconda-client ==1.6.14
anaconda-navigator ==1.8.7
anaconda-project ==0.8.2
aniso8601 ==7.0.0
argcomplete ==1.9.4
asn1crypto ==0.22.0
astor ==0.7.1
astroid ==2.0.4
astropy ==3.0.5
atomicwrites ==1.2.1
attrdict ==2.0.0
attrs ==18.2.0
aws-xray-sdk ==2.2.0
awscli ==1.16.39
backcall ==0.1.0
backports.shutil-get-terminal-size ==1.0.0
beautifulsoup4 ==4.6.3
bert ==2.2.0
bert-serving-client ==1.6.9
bert-serving-server ==1.6.9
bert-tensorflow ==1.0.1
biscuits ==0.1.1
bitarray ==0.8.3
bkcharts ==0.2
blaze ==0.11.3
bleach ==1.5.0
blis ==0.2.4
bokeh ==0.13.0
boto ==2.48.0
boto3 ==1.9.29
botocore ==1.12.29
bx-python ==0.8.2
bz2file ==0.98
catboost ==0.10.4.1
category-encoders ==1.3.0
certifi ==2019.9.11
certificates ==1.0.4
cffi ==1.11.5
chardet ==3.0.4
chat ==1.0.7.dev136
cloudpickle ==0.6.1
clyent ==1.2.2
colorama ==0.3.9
conda ==4.7.12
conda-build ==3.10.5
conda-package-handling ==1.6.0
conda-verify ==2.0.0
conllu ==1.3.1
constantly ==15.1.0
contextlib2 ==0.5.5
cookies ==2.2.1
cryptography ==2.3.1
cssselect ==1.0.3
cycler ==0.10.0
cymem ==2.0.2
cysignals ==1.9.0
cytoolz ==0.9.0.1
dask ==0.19.4
dataclasses ==0.7
datashape ==0.5.4
de-core-news-sm ==2.0.0
decorator ==4.3.0
defusedxml ==0.5.0
dill ==0.2.8.2
distributed ==1.23.3
docker ==3.5.1
docker-pycreds ==0.3.0
docopt ==0.6.2
docutils ==0.14
ecdsa ==0.13
editdistance ==0.5.2
en-core-web-lg ==2.0.0
en-core-web-sm ==2.0.0
entrypoints ==0.2.3
enum34 ==1.1.6
erlastic ==2.0.0
et-xmlfile ==1.0.1
fast-bert ==1.4.4
fastai ==1.0.59
fastcache ==1.0.2
fastprogress ==0.1.21
featuretools ==0.3.1
filelock ==3.0.4
flaky ==3.4.0
ftfy ==5.5.1
future ==0.16.0
gast ==0.2.0
gensim ==3.7.2
gevent ==1.4.0
gitdb2 ==2.0.5
glob2 ==0.6
gmpy2 ==2.0.8
google-pasta ==0.1.7
graphviz ==0.10
greenlet ==0.4.15
grpcio ==1.15.0
h5py ==2.8.0
heapdict ==1.0.0
html5lib ==0.9999999
humanize ==0.5.1
hyperlink ==18.0.0
hyperopt ==0.2.1
icc-rt ==2019.0
idna ==2.7
imageio ==2.3.0
imagesize ==1.1.0
importlib-metadata ==0.6
incremental ==17.5.0
intel-openmp ==2019.0
ipaddress ==1.0.22
ipykernel ==5.1.0
ipython ==7.0.1
ipython-genutils ==0.2.0
ipywidgets ==7.4.2
isort ==4.3.4
jdcal ==1.4
jedi ==0.13.1
jeepney ==0.4
jieba ==0.39
jmespath ==0.9.3
joblib ==0.13.2
json5 ==0.8.5
jsondiff ==1.1.2
jsonnet ==0.11.2
jsonpickle ==1.0
jsonschema ==2.6.0
jupyter ==1.0.0
jupyter-client ==5.2.3
jupyter-console ==6.0.0
jupyter-core ==4.4.0
jupyterlab ==0.35.2
jupyterlab-launcher ==0.13.1
jupyterlab-server ==0.2.0
keyring ==15.1.0
kitchen ==1.2.5
kiwisolver ==1.0.1
lazy-object-proxy ==1.3.1
lightgbm ==2.2.1
llvmlite ==0.23.1
locket ==0.2.0
lxml ==4.2.5
matchzoo-py ==1.0
matplotlib ==3.0.0
mccabe ==0.6.1
mistune ==0.8.4
mkl ==2019.0
mkl-fft ==1.0.6
mkl-random ==1.0.1.1
mock ==2.0.0
more-itertools ==4.3.0
moto ==1.3.6
mpmath ==1.0.0
msgpack ==0.5.6
msgpack-numpy ==0.4.3.2
msgpack-python ==0.5.6
multipledispatch ==0.6.0
murmurhash ==1.0.1
navigator-updater ==0.2.1
nbconvert ==5.4.0
nbformat ==4.4.0
neo4j-driver ==1.6.2
neobolt ==1.7.4
neotime ==1.7.4
neptune-cli ==2.8.16
networkx ==2.2
nltk ==3.4.1
nose ==1.3.7
notebook ==5.7.0
numba ==0.38.0
numexpr ==2.6.8
numpy ==1.16.3
numpydoc ==0.8.0
nvidia-ml-py3 ==7.352.0
oauthlib ==2.1.0
odo ==0.5.1
olefile ==0.45.1
openpyxl ==2.5.9
overrides ==1.9
packaging ==18.0
pandas ==0.24.1
pandocfilters ==1.4.2
parsel ==1.5.1
parsimonious ==0.8.1
parso ==0.3.1
partd ==0.3.9
path.py ==11.5.0
pathlib2 ==2.3.0
patsy ==0.5.0
pbr ==3.1.1
pep8 ==1.7.1
pexpect ==4.6.0
pickleshare ==0.7.5
pinyin ==0.4.0
pkginfo ==1.4.2
plac ==0.9.6
pluggy ==0.8.0
ply ==3.11
preshed ==2.0.1
prometheus-client ==0.4.2
prompt-toolkit ==2.0.4
protobuf ==3.6.1
psutil ==5.4.7
ptyprocess ==0.5.2
py ==1.7.0
py2neo ==3.1.2
pyBigWig ==0.3.11
pyOpenSSL ==17.0.0
pyaml ==17.12.1
pyasn1 ==0.4.4
pyasn1-modules ==0.2.4
pycodestyle ==2.4.0
pycosat ==0.6.3
pycparser ==2.19
pycrypto ==2.6.1
pycryptodome ==3.6.6
pycurl ==7.43.0.1
pydot ==1.2.4
pydot-ng ==2.0.0
pyenchant ==2.0.0
pyfasttext ==0.4.5
pyflakes ==2.0.0
pyhocon ==0.3.51
pykwalify ==1.5.2
pylint ==2.1.1
pymongo ==3.7.2
pyodbc ==4.0.24
pyonmttok ==1.10.1
pyparsing ==2.2.2
pypinyin ==0.22.0
pysam ==0.15.2
pytest ==3.9.2
pytest-arraydiff ==0.2
pytest-astropy ==0.4.0
pytest-doctestplus ==0.1.3
pytest-openfiles ==0.3.0
pytest-remotedata ==0.3.0
python-Levenshtein ==0.12.0
python-dateutil ==2.7.3
python-jose ==2.0.2
pytorch-lamb ==1.0.0
pytorch-pretrained-bert ==0.6.2
pytorch-transformers ==1.1.0
pytz ==2018.5
pyzmq ==17.1.2
qtconsole ==4.3.1
queuelib ==1.5.0
raven ==6.9.0
recordtype ==1.3
regex ==2018.1.10
requests ==2.22.0
requests-oauthlib ==1.0.0
responses ==0.10.1
rope ==0.11.0
rouge ==0.3.1
rsa ==3.4.2
s3fs ==0.1.6
s3transfer ==0.1.13
sacremoses ==0.0.35
scapy ==2.4.0
scikit-image ==0.14.1
scikit-learn ==0.20.3
scipy ==1.1.0
seaborn ==0.9.0
selenium ==3.141.0
sentencepiece ==0.1.83
service-identity ==18.1.0
simplegeneric ==0.8.1
singledispatch ==3.4.0.3
sip ==4.19.8
six ==1.10.0
sklearn ==0.0
smart-open ==1.7.1
smmap2 ==2.0.5
snowballstemmer ==1.2.1
sortedcollections ==1.0.1
sortedcontainers ==2.0.5
spacy ==2.1.9
sphinxcontrib-websupport ==1.1.0
spyder ==3.2.8
spyder-kernels ==1.1.0
sqlparse ==0.2.4
srsly ==0.2.0
statsmodels ==0.9.0
steppy ==0.1.15
steppy-toolkit ==0.1.13
sympy ==1.1.1
tables ==3.4.4
tb-nightly ==1.14.0a20190603
tbb ==2019.0
tbb4py ==2019.0
tblib ==1.3.2
tensorboard ==1.8.0
tensorboardX ==1.4
tensorflow ==1.8.0
tensorflow-hub ==0.1.1
tensorflow-probability ==0.4.0
termcolor ==1.1.0
terminado ==0.8.1
terminaltables ==2.1.0
testpath ==0.4.2
textblob ==0.15.1
tf-estimator-nightly ==1.14.0.dev2019060501
thinc ==7.0.8
thulac ==0.2.0
toolz ==0.9.0
torch ==1.2.0
torchtext ==0.4.0
torchvision ==0.3.0
tornado ==5.1.1
tqdm ==4.31.1
traitlets ==4.3.2
transformers ==2.1.1
typed-ast ==1.1.0
typing ==3.6.6
ujson ==1.35
unicodecsv ==0.14.1
urllib3 ==1.22
voluptuous ==0.11.5
w3lib ==1.20.0
wasabi ==0.4.0
wcwidth ==0.1.7
webencodings ==0.5.1
websocket-client ==0.53.0
wget ==3.2
widgetsnbextension ==3.4.2
word2number ==1.1
wrapt ==1.10.11
xgboost ==0.80
xlrd ==1.0.0
xlwt ==1.2.0
xmltodict ==0.11.0
zhon ==1.1.5
zict ==0.1.3
zope.interface ==4.6.0