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Ryan Cotterell's Projects

lemmatag icon lemmatag

A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)

lltk icon lltk

The Language Learning Toolkit (LLTK) performs a variety of tasks useful for (human) language learning.

neural_wfst icon neural_wfst

Code for the paper 'Weighting Finite State Transductions with Neural Context', Pushpendre Rastogi, Ryan Cotterell, Jason Eisner

old-jhu icon old-jhu

Repository for Machine Learning in Complex Domains (600.476) - Suchi Saria

pycelex icon pycelex

A python module for reading and organizing data from CELEX2.

pyfst icon pyfst

A Python interface to OpenFst

pypyenv icon pypyenv

Easily install PyPy in a virtualenv without touching CPython.

qvec icon qvec

Intrinsic evaluation of word vectors

resume-1 icon resume-1

Because I need version tracking for my resume

seaborn icon seaborn

Statistical data visualization using matplotlib

svdmi icon svdmi

Common pre-processing in NLP such as PPMI computation, SVD-based dimensionality reduction, and PLSR-based distribution prediction.

vpyp icon vpyp

Pitman-Yor processes in python

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