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Alexander Mathews's Projects

cmlab icon cmlab

website source for the computational media lab

keras icon keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

lasagne icon lasagne

Lightweight library to build and train neural networks in Theano

pymc3 icon pymc3

Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.

pynlpl icon pynlpl

PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model. There are also more complex data types and algorithms. Moreover, there are parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL). There are also clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).

pystruct icon pystruct

Simple structured learning framework for python

scikit-rvm icon scikit-rvm

Relevance Vector Machine implementation using the scikit-learn API.

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