Easy benchmarking of all publicly accessible implementations of convnets
created at July 12, 2014, 3:18 a.m.
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
created at Jan. 18, 2013, 5:44 a.m.
Library for implementing RNNs with Theano
created at Aug. 19, 2014, 1:08 p.m.
C++ implementation of LSTM (Long Short Term Memory), in Kaldi's nnet1 framework. Used for automatic speech recognition, possibly language modeling etc, the training can be switched between CPU and GPU(CUDA). This repo is now merged into official Kaldi codebase(Karel's setup), so this repo is no longer maintained, please check out the Kaldi project instead.
created at Sept. 16, 2014, 6:15 a.m.
BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See http://pypi.python.org/pypi/bllipparser/ for Python module.
created at Feb. 27, 2011, 7:29 p.m.
Python wrappers for the NVIDIA cuDNN libraries
created at Nov. 3, 2014, 7:55 p.m.
SailAlign is an open-source software toolkit for robust long speech-text alignment implementing an adaptive, iterative speech recognition and text alignment scheme that allows for the processing of very long (and possibly noisy) audio and is robust to transcription errors. It is mainly written as a perl library but its functionality also depends on freely available software, namely HTK, srilm and sclite.
created at Aug. 22, 2013, 10:14 a.m.
Port of Java dk.brics.automaton and xeger, mostly used for generating strings that match a specific regular expression.
created at Nov. 1, 2011, 10:58 p.m.
Grammar rules and dictionaries for the phonetic transcription of Russian sentences
created at July 28, 2014, 9:26 a.m.