Useful stuffs for NLP experiments
Project description
LanguageFlow
Data loaders and abstractions for text and NLP
Requirements
Dependencies:
future, tox, joblib
numpy, scipy, pandas, scikit-learn==0.19.1
python-crfsuite
fasttext==0.8.3
xgboost
Install dependencies
$ pip install future, tox, joblib
$ pip install numpy scipy pandas scikit-learn==0.19.1
$ 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 (2018-04-12)
Automatic deploy with travis and pypi
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
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
languageflow-1.1.8a2.tar.gz
(1.8 MB
view hashes)
Built Distribution
Close
Hashes for languageflow-1.1.8a2-py2.py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a649e8b664005959acecb8702feb6db886d983f86a9f70e02f2b28ac3ec9bfd5 |
|
MD5 | c928bb6ff374f3cc565055cf12f4f64e |
|
BLAKE2b-256 | 3f7450968eda5e6c6d040b4c08815d03d2f849fcf5e1f4676ea6af64f04c7962 |