langchangetrack
Package for statistically significant language change.
Free software: BSD license
Documentation: https://langchangetrack.readthedocs.org.
Features
This package provides tools to detect linguistic change in a temporal corpora.
We do this by capturing linguistic change through different methods.
Usage
cd examples/distributional/ ./ngrams_pipeline.sh ../data/temporal_corpus/ ./working/ ./output/ 1900 2000 5 locallinear 100 1000 “ngrams” ../data/temporal_corpus/common_vocab.txt 10
cd examples/pos ./pos_pipeline.sh ../data/temporal_corpus/ ./working/ ./output/ 1900 1930 5 ../data/temporal_corpus/common_vocab.txt 10
cd examples/freq ./freq_pipeline.sh ../data/temporal_corpus/ ./working/ ./output/ 1900 2000 5 ../data/temporal_corpus/common_vocab.txt 10
Requirements
wheel==0.23.0
argparse>=1.2.1
numpy>=0.9.1
scipy>=0.15.1
more_itertools>=2.2
joblib>=0.8.3-r1
gensim==0.10.3
statsmodels>=0.5.0
changepoint>=0.1.0
nltk>=3.0.0
textblob>=0.9.0
textblob-aptagger>=0.2.0
Installation
cd langchangetrack
pip install -r requirements.txt
python setup.py install
History
0.1.0 (2015-02-20)
First release on PyPI.
1 maintainer
Metadata
1 maintainer
Release files for langchangetrack 0.1.0
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