Useful stuffs for NLP experiments
Project description
LanguageFlow
Data loaders and abstractions for text and NLP
Requirements
Dependencies:
future
tox
joblib
pandas
numpy
scipy
python-crfsuite
scikit-learn==0.19.0
fasttext==0.8.3
xgboost
Install dependencies
$ pip install joblib future numpy scipy pandas
$ pip install scikit-learn==0.19.0
$ pip install python-crfsuite==0.9.5
$ pip install Cython
$ pip install -U fasttext --no-cache-dir --no-deps --force-reinstall
$ pip install xgboost
Installation
Stable version
$ pip install https://github.com/undertheseanlp/languageflow/archive/master.zip
Develop version
$ pip install https://github.com/undertheseanlp/languageflow/archive/develop.zip
History
1.1.7-alpha (2018-04-10)
Fix dependencies hell
1.1.6 (2017-12-26)
Add data module to handle data downloading and data preprocessing
Add many new models: SGDClassifier, XGBoostClassier, FastTextClassifier, CRF
Add new feature: LanguageBoard
Automatic continuous integration with travis-ci
Build docs with readthedocs.org
1.1.5 (2017-12-11)
Refactor project to integrate with underthesea experiment
0.1.0 (2017-09-18)
First release on PyPI.
Project details
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