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GitHub / practical-nlp / practical-nlp-code
Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/practical-nlp%2Fpractical-nlp-code
Stars: 1,241
Forks: 577
Open Issues: 57
License: mit
Language: Jupyter Notebook
Repo Size: 87.5 MB
Dependencies:
246
Created: about 4 years ago
Updated: 4 days ago
Last pushed: 7 months ago
Last synced: about 21 hours ago
Topics: natural-language-processing, natural-language-understanding, oreilly-books
Files
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Readme
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Dependencies
- keras ==2.5.0
- lexnlp ==1.8.0
- matplotlib ==3.2.2
- nltk ==3.5
- numpy ==1.19.5
- pandas ==1.1.5
- pytorch-nlp ==0.5.0
- pytorch-pretrained-bert ==0.6.2
- pytorch-transformers ==1.2.0
- requests ==2.23.0
- scikit-learn ==0.21.3
- tensorflow ==1.14.0
- textract ==1.6.3
- torch ==1.9.0
- tqdm ==4.41.1
- transformers ==4.7.0
- wget ==3.2
- beautifulsoup4 ==4.6.3
- matplotlib ==3.2.2
- nlpaug ==0.0.14
- nltk ==3.2.5
- numbskull ==0.1.1
- numpy ==1.19.5
- pandas ==1.1.5
- pytesseract ==0.3.7
- requests ==2.23.0
- scikit-learn ==0.21.3
- snorkel ==0.9.6
- spacy ==2.2.4
- tensorboard ==1.15
- tensorflow ==1.15
- textblob ==0.15.3
- treedlib ==0.1.3
- utils ==1.0.1
- wget ==3.2
- gensim ==3.6.0
- matplotlib ==3.2.2
- nltk ==3.2.5
- numpy ==1.19.5
- pandas ==1.1.5
- psutil ==5.4.8
- requests ==2.23.0
- scikit-learn ==0.21.3
- spacy ==2.2.4
- tensorflow ==1.14.0
- wget ==3.2
- beautifulsoup4 ==4.6.3
- fastai ==1.0.60
- fasttext ==0.9.2
- gensim ==3.8.3
- ktrain ==0.26.3
- lime ==0.2.0.1
- matplotlib ==3.2.2
- nltk ==3.5
- numpy ==1.19.5
- pandas ==1.1.5
- pytorch-nlp ==0.5.0
- pytorch_pretrained_bert ==0.6.2
- scikit-learn ==0.23.2
- seaborn ==0.11.1
- shap ==0.39.0
- spacy ==2.2.4
- tensorflow ==1.14.0
- torch ==1.9.0
- tqdm ==4.41.1
- wget ==3.2
requirements.txt
pypi
- Bottleneck ==1.3.2
- Cython ==0.29.14
- JPype1 ==0.7.5
- Jinja2 ==2.11.2
- Keras ==2.4.2
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.2
- Markdown ==3.2.2
- MarkupSafe ==1.1.1
- Pillow ==7.1.2
- PyWavelets ==1.1.1
- PyYAML ==5.3.1
- Pygments ==2.6.1
- Pyphen ==0.9.5
- QtPy ==1.9.0
- Send2Trash ==1.5.0
- Werkzeug ==1.0.1
- absl-py ==0.9.0
- astor ==0.8.1
- astroid ==2.0.4
- astunparse ==1.6.3
- attrs ==19.3.0
- backcall ==0.2.0
- beautifulsoup4 ==4.9.1
- bert-extractive-summarizer ==0.4.2
- bleach ==3.1.5
- blis ==0.4.1
- boto ==2.49.0
- boto3 ==1.14.7
- botocore ==1.17.7
- breadability ==0.1.20
- cachetools ==4.1.0
- catalogue ==1.0.0
- certifi ==2020.6.20
- chardet ==3.0.4
- click ==7.1.2
- colorama ==0.4.3
- cycler ==0.10.0
- cymem ==2.0.3
- cytoolz ==0.10.1
- decorator ==4.4.2
- defusedxml ==0.6.0
- docopt ==0.6.2
- docutils ==0.15.2
- duckling ==1.8.0
- elasticsearch ==7.8.0
- entrypoints ==0.3
- fastprogress ==0.2.3
- fasttext ==0.9.2
- filelock ==3.0.12
- future ==0.18.2
- gast ==0.3.3
- gensim ==3.8.3
- google-auth ==1.18.0
- google-auth-oauthlib ==0.4.1
- google-pasta ==0.2.0
- grpcio ==1.29.0
- h5py ==2.10.0
- idna ==2.9
- imageio ==2.8.0
- importlib-metadata ==1.7.0
- ipykernel ==5.3.0
- ipython ==7.15.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.1
- isort ==4.3.4
- jedi ==0.17.1
- jellyfish ==0.8.2
- jmespath ==0.10.0
- joblib ==0.15.1
- jsonschema ==3.2.0
- jupyter ==1.0.0
- jupyter-client ==6.1.3
- jupyter-console ==6.1.0
- jupyter-core ==4.6.3
- keras-bert ==0.84.0
- keras-embed-sim ==0.7.0
- keras-layer-normalization ==0.14.0
- keras-multi-head ==0.27.0
- keras-pos-embd ==0.11.0
- keras-position-wise-feed-forward ==0.6.0
- keras-self-attention ==0.46.0
- keras-transformer ==0.37.0
- kiwisolver ==1.2.0
- ktrain ==0.2.2
- lazy-object-proxy ==1.3.1
- lime ==0.2.0.1
- lxml ==4.9.1
- matplotlib ==3.2.2
- mccabe ==0.6.1
- mistune ==0.8.4
- murmurhash ==1.0.2
- nbconvert ==6.5.1
- nbformat ==5.0.7
- networkx ==2.4
- neuralcoref ==4.0
- nltk ==3.5
- notebook ==6.0.3
- numexpr ==2.7.1
- numpy ==1.19.0
- nvidia-ml-py3 ==7.352.0
- oauthlib ==3.1.0
- opt-einsum ==3.2.1
- packaging ==20.4
- pandas ==1.0.5
- pandocfilters ==1.4.2
- parso ==0.7.0
- pexpect ==4.8.0
- pickleshare ==0.7.5
- plac ==1.1.3
- preshed ==3.0.2
- prometheus-client ==0.8.0
- prompt-toolkit ==3.0.5
- protobuf ==3.12.2
- ptyprocess ==0.6.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pybind11 ==2.5.0
- pycorenlp ==0.3.0
- pycountry ==19.8.18
- pyemd ==0.5.1
- pylint ==2.1.1
- pyparsing ==2.4.7
- pyrsistent ==0.16.0
- python-crfsuite ==0.9.7
- python-dateutil ==2.8.1
- pytorch-transformers ==1.2.0
- pytz ==2020.1
- pyzmq ==19.0.1
- qtconsole ==4.7.4
- regex ==2020.6.8
- requests ==2.24.0
- requests-oauthlib ==1.3.0
- rsa ==4.6
- s3transfer ==0.3.3
- sacremoses ==0.0.43
- scikit-image ==0.17.2
- scikit-learn ==0.23.1
- scipy ==1.4.1
- seaborn ==0.10.1
- sentencepiece ==0.1.91
- shap ==0.35.0
- six ==1.15.0
- sklearn-crfsuite ==0.3.6
- smart-open ==2.0.0
- soupsieve ==2.0.1
- spacy ==2.3.0
- srsly ==1.0.2
- summa ==1.2.0
- sumy ==0.8.1
- tabulate ==0.8.7
- tensorboard ==1.14.0
- tensorflow ==1.14.0
- tensorflow-estimator ==1.14.0
- termcolor ==1.1.0
- terminado ==0.8.3
- testpath ==0.4.4
- textacy ==0.9.1
- thinc ==7.4.1
- threadpoolctl ==2.1.0
- tifffile ==2020.6.3
- tokenizers ==0.7.0
- toolz ==0.10.0
- torch ==1.5.1
- torchvision ==0.6.1
- tornado ==6.0.4
- tqdm ==4.46.1
- traitlets ==4.3.3
- transformers ==2.11.0
- urllib3 ==1.25.9
- vaderSentiment ==3.3.2
- wasabi ==0.7.0
- watson-developer-cloud ==2.10.1
- wcwidth ==0.2.4
- webencodings ==0.5.1
- websocket-client ==0.48.0
- widgetsnbextension ==3.5.1
- wincertstore ==0.2
- wrapt ==1.12.1
- zipp ==3.1.0