Keras: Deep Learning library for Theano and TensorFlow Project Website: http://keras.io/ Github Link: https://github.com/fchollet/keras Description Keras is a minimalist, highly modular neural networks library, written in Python and capable of running on top of either TensorFlow or Theano. It was … Continue reading

# Category Archives: Python

Lasagne: Lightweight library to build and train neural networks in Theano Project Website: http://lasagne.readthedocs.io/ Github Link: https://github.com/Lasagne/Lasagne Description Lasagne is a lightweight library to build and train neural networks in Theano. Its main features are: Supports feed-forward networks such as … Continue reading

TensorFlow is an Open Source Software Library for Machine Intelligence Project Website: https://www.tensorflow.org/ Github Link: https://github.com/tensorflow/tensorflow Description TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the … Continue reading

Blocks: A Theano framework for building and training neural networks Project Website: None Github Link: https://github.com/mila-udem/blocks Description Blocks is a framework that helps you build neural network models on top of Theano. Currently it supports and provides: Constructing parametrized Theano … Continue reading

Pylearn2: A machine learning research library Project Website: http://deeplearning.net/software/pylearn2/ Github Link: https://github.com/lisa-lab/pylearn2 Description Pylearn2 is a machine learning library. Most of its functionality is built on top of Theano. This means you can write Pylearn2 plugins (new models, algorithms, etc) … Continue reading

Theano Project Website: http://deeplearning.net/software/theano/ Github Link: https://github.com/Theano/Theano Description Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Theano features: tight integration with NumPy – Use numpy.ndarray in Theano-compiled functions. transparent … Continue reading

PyJulius: Python interface to Julius speech recognition engine Project Website: https://pypi.python.org/pypi/pyjulius Github Link: https://github.com/Diaoul/pyjulius Description pyjulius provides a simple interface to connect to julius module server First you will need to run julius with the -module option (documentation here or … Continue reading

pocketsphinx-python: Python interface to CMU SphinxBase and PocketSphinx libraries Project Website: https://pypi.python.org/pypi/pocketsphinx Github Link: https://github.com/bambocher/pocketsphinx-python Description Python interface to CMU SphinxBase and PocketSphinx libraries created with SWIG. Pocketsphinx packages include python support, however, it is based on Automake and not … Continue reading

gensim-simserver: Document similarity server, using gensim Project Website: http://radimrehurek.com/gensim/simserver.html Github Link: https://github.com/piskvorky/gensim-simserver Description Index plain text documents and query the index for semantically related documents. Simserver uses transactions internally to provide a robust and scalable similarity server. Conceptually, a service … Continue reading

nlgserv: JSON HTTP wrapper for SimpleNLG Project Website: https://pypi.python.org/pypi/nlgserv Github Link: https://github.com/mnestis/nlgserv Description nlgserv is a simple server that accepts JSON representations of sentences and generates English sentences from those. This was something I cobbled together to act as part … Continue reading