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GitHub / chambliss / Multilingual_NER
Applying BERT to named entity recognition in English and Russian.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chambliss%2FMultilingual_NER
Stars: 152
Forks: 26
Open Issues: 12
License: None
Language: Python
Repo Size: 10.1 MB
Dependencies:
271
Created: almost 5 years ago
Updated: 8 months ago
Last pushed: over 1 year ago
Last synced: 7 months ago
Topics: bert, english-language, named-entity-recognition, nlp-machine-learning, pytorch, russian-language, spacy
Files
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Readme
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Dependencies
requirements.txt
pypi
- Click ==7.0
- GitPython ==2.1.11
- Jinja2 ==2.10.1
- Keras ==2.2.4
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.0
- Markdown ==3.1.1
- MarkupSafe ==1.1.1
- Pillow ==6.2.0
- PySocks ==1.7.0
- PyYAML ==5.1.2
- Pygments ==2.4.2
- TBB ==0.1
- Werkzeug ==0.15.5
- absl-py ==0.7.1
- altair ==3.2.0
- appnope ==0.1.0
- argh ==0.26.2
- asn1crypto ==0.24.0
- aspy.yaml ==1.3.0
- astor ==0.8.0
- attrs ==19.1.0
- backcall ==0.1.0
- backports.shutil-get-terminal-size ==1.0.0
- base58 ==1.0.3
- blinker ==1.4
- blis ==0.2.4
- bokeh ==1.3.4
- boto3 ==1.9.215
- botocore ==1.12.215
- certifi ==2019.9.11
- cffi ==1.12.3
- cfgv ==2.0.1
- chardet ==3.0.4
- colorama ==0.3.9
- cryptography ==2.7
- cursor ==1.2.0
- cycler ==0.10.0
- cymem ==2.0.2
- decorator ==4.4.0
- dill ==0.3.1.1
- docutils ==0.15.2
- entrypoints ==0.3
- enum-compat ==0.0.2
- enum34 ==1.1.6
- flake8 ==3.7.8
- future ==0.17.1
- gast ==0.2.2
- gitdb2 ==2.0.6
- grpcio ==1.16.1
- h5py ==2.9.0
- halo ==0.0.18
- identify ==1.4.7
- idna ==2.8
- importlib-metadata ==0.22
- ipaddress ==1.0.22
- ipykernel ==5.1.2
- ipython ==7.8.0
- ipython-genutils ==0.2.0
- jedi ==0.15.1
- jmespath ==0.9.4
- joblib ==0.13.2
- jsonschema ==3.0.2
- jupyter-client ==5.3.1
- jupyter-core ==4.5.0
- kiwisolver ==1.1.0
- log-symbols ==0.0.11
- marisa-trie ==0.7.5
- matplotlib ==3.1.0
- mccabe ==0.6.1
- mkl-fft ==1.0.6
- mkl-random ==1.0.1
- more-itertools ==7.2.0
- murmurhash ==1.0.0
- mypy ==0.740
- mypy-extensions ==0.4.2
- nltk ==3.4.5
- nodeenv ==1.3.3
- numpy ==1.15.4
- olefile ==0.46
- packaging ==19.2
- pandas ==0.25.0
- parso ==0.5.1
- pathlib ==1.0.1
- pathtools ==0.1.2
- patsy ==0.5.1
- pexpect ==4.7.0
- pickleshare ==0.7.5
- plac ==0.9.6
- pre-commit ==1.18.3
- preshed ==2.0.1
- prompt-toolkit ==2.0.9
- protobuf ==3.8.0
- ptyprocess ==0.6.0
- pyOpenSSL ==19.0.0
- pyaml ==19.4.1
- pycodestyle ==2.5.0
- pycparser ==2.19
- pycryptodomex ==3.9.0
- pyflakes ==2.1.1
- pyparsing ==2.4.2
- pyrsistent ==0.15.4
- pythainlp ==2.0.7
- python-dateutil ==2.8.0
- pytorch-transformers ==1.2.0
- pytz ==2019.2
- pyzmq ==18.1.0
- regex ==2018.1.10
- requests ==2.22.0
- requirements-parser ==0.2.0
- rope ==0.14.0
- s3transfer ==0.2.1
- sacremoses ==0.0.34
- scikit-learn ==0.20.1
- scipy ==1.1.0
- seaborn ==0.9.0
- sentencepiece ==0.1.83
- sentry-sdk ==0.12.2
- seqeval ==0.0.12
- six ==1.12.0
- smmap2 ==2.0.5
- spacy ==2.1.8
- spell ==0.31.5
- spinners ==0.0.23
- srsly ==0.1.0
- statsmodels ==0.10.1
- streamlit ==0.49.0
- tabulate ==0.8.5
- tensorboard ==1.14.0
- tensorflow ==1.14.0
- tensorflow-estimator ==1.14.0
- termcolor ==1.1.0
- thinc ==7.0.8
- tinydb ==3.13.0
- toml ==0.10.0
- toolz ==0.10.0
- torch ==1.2.0
- tornado ==5.1.1
- tqdm ==4.35.0
- traitlets ==4.3.2
- typed-ast ==1.4.0
- typing-extensions ==3.7.4
- tzlocal ==2.0.0
- urllib3 ==1.25.3
- validators ==0.14.0
- virtualenv ==16.7.5
- wasabi ==0.2.2
- watchdog ==0.9.0
- wcwidth ==0.1.7
- wrapt ==1.11.2
- zipp ==0.6.0
environment.yml
conda
- _tflow_select 2.3.0
- absl-py 0.7.1
- appnope 0.1.0
- asn1crypto 0.24.0
- astor 0.8.0
- attrs 19.1.0
- backcall 0.1.0
- blas 1.0
- bokeh 1.3.4
- c-ares 1.15.0
- ca-certificates 2019.9.11
- certifi 2019.9.11
- cffi 1.12.3
- chardet 3.0.4
- cryptography 2.7
- cycler 0.10.0
- cymem 2.0.2
- cython-blis 0.2.4
- decorator 4.4.0
- freetype 2.9.1
- futures-compat 1.0
- gast 0.2.2
- grpcio 1.16.1
- h5py 2.9.0
- hdf5 1.10.4
- idna 2.8
- intel-openmp 2019.4
- ipykernel 5.1.2
- ipython 7.8.0
- ipython_genutils 0.2.0
- jedi 0.15.1
- jinja2 2.10.1
- jpeg 9b
- jsonschema 3.0.2
- jupyter_client 5.3.1
- jupyter_core 4.5.0
- keras 2.2.4
- keras-applications 1.0.8
- keras-base 2.2.4
- keras-preprocessing 1.1.0
- kiwisolver 1.1.0
- libcxx 4.0.1
- libcxxabi 4.0.1
- libedit 3.1.20181209
- libffi 3.2.1
- libgfortran 3.0.1
- libpng 1.6.37
- libprotobuf 3.8.0
- libsodium 1.0.16
- libtiff 4.0.10
- markdown 3.1.1
- markupsafe 1.1.1
- matplotlib 3.1.0
- mkl 2018.0.3
- mkl_fft 1.0.6
- mkl_random 1.0.1
- murmurhash 1.0.0
- ncurses 6.1
- ninja 1.9.0
- nltk 3.4.4
- numpy 1.15.4
- numpy-base 1.15.4
- olefile 0.46
- openssl 1.1.1d
- packaging 19.2
- pandas 0.25.0
- parso 0.5.1
- pathlib 1.0.1
- patsy 0.5.1
- pexpect 4.7.0
- pickleshare 0.7.5
- pip 19.2.2
- plac 0.9.6
- preshed 2.0.1
- prompt_toolkit 2.0.9
- protobuf 3.8.0
- ptyprocess 0.6.0
- pycparser 2.19
- pygments 2.4.2
- pyopenssl 19.0.0
- pyparsing 2.4.2
- pyrsistent 0.15.4
- pysocks 1.7.0
- python 3.7.4
- python-dateutil 2.8.0
- pytorch 1.2.0
- pytz 2019.2
- pyyaml 5.1.2
- pyzmq 18.1.0
- readline 7.0
- requests 2.22.0
- scikit-learn 0.20.1
- scipy 1.1.0
- seaborn 0.9.0
- setuptools 41.0.1
- six 1.12.0
- spacy 2.1.8
- sqlite 3.29.0
- srsly 0.1.0
- statsmodels 0.10.1
- tensorboard 1.14.0
- tensorflow 1.14.0
- tensorflow-base 1.14.0
- tensorflow-estimator 1.14.0
- termcolor 1.1.0
- thinc 7.0.8
- tk 8.6.8
- tqdm 4.35.0
- traitlets 4.3.2
- urllib3 1.25.3
- wasabi 0.2.2
- wcwidth 0.1.7
- werkzeug 0.15.5
- wheel 0.33.4
- wrapt 1.11.2
- xz 5.2.4
- yaml 0.1.7
- zeromq 4.3.1
- zlib 1.2.11
- zstd 1.3.7