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nbconvert

IPython notebook converter

nn-from-scratch

Implementing a Neural Network from Scratch

omniglot

Omniglot data set for one-shot learning

open-source-machine-learning-degree

Learn machine learning for free, because free is better than not-free.

opensift

Open-Source SIFT Library

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

prml

Pattern recognition and machine learning toolbox

proximal

Sample implementations of proximal operators

pspot

Parallel extensions to SPOT

python-algorithms

Python algorithms: A*, GA, SA, HMM, DP-KP and more

python-neural-network

This is an efficient implementation of a fully connected neural network in NumPy. The network can be trained by a variety of learning algorithms: backpropagation, resilient backpropagation and scaled conjugate gradient learning. The network has been developed with PYPY in mind.

recom_mc

rwt

The Rice Wavelet Toolbox (RWT) is a collection of Matlab M-files and C MEX-files for 1D and 2D wavelet and filter bank design, analysis, and processing. The toolbox provides tools for denoising and interfaces directly with our Matlab code for wavelet domain hidden Markov models and wavelet regularized deconvolution.

sdm16

show_attend_and_tell.tensorflow

software-portfolio

A collection of various programs (both schoolwork and side projects) written in various languages.

spgl1

A solver for large-scale sparse reconstruction

tensor

matlab code for convex optimization based tensor decomposition (completion/denoising)

tensorflow

Computation using data flow graphs for scalable machine learning

tensornet

tensornet.torch

A Torch reimplementation of Tensor Train-layer for Neural Nets (original code and paper at https://github.com/Bihaqo/TensorNet)

test

learn git

tt-mrf

tt-toolbox

The git repository for the TT-Toolbox

ttpy

Python implementation of the TT-Toolbox

ttr1svd

Tensor Train Rank-1 decomposition