dawenl

autograd

Efficiently computes derivatives of numpy code.

GPy

Gaussian processes framework in python

jupyterhub

Multi-user server for Jupyter notebooks

user-group

UCSD Scientific Python User Group

EBP_Matlab_Code

github-cheat-sheet

A list of cool features of Git and GitHub.

iTorch

IPython kernel for Torch with visualization and plotting

spartan

Distributed Numpy

restricted-boltzmann-machines

Restricted Boltzmann Machines in Python.

daft

Render probabilistic graphical models using matplotlib

mondrianforest

Code for Mondrian Forests (for classification and regression)

lda-bump-cpp

Latent Dirichlet allocation (LDA) with bumping variational inference.

nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

Lasagne

Lightweight library to build and train neural networks in Theano

implicit-mf

Implicit matrix factorization as outlined in http://yifanhu.net/PUB/cf.pdf.

wmf

Weighted matrix factorization in Python

smopy

OpenStreetMap image tiles in Python

Variational-Autoencoder

Implementation of a Variational Auto-Encoder in Theano

prettyplotlib

Painlessly create beautiful matplotlib plots.

pescador

Stochastic multi-stream sampling for iterative learning

mir_eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.

spearmint

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

dp_python

Optimized Dynamic Programming (Dynamic Time Warp) as a Python external

resume.github.com

Resumes generated using the GitHub informations

JSAnimation

[DEPRECATED] An IPython notebook-compatible Javascript/HTML viewer for matplotlib animations

stan

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

tikz-bayesnet

TikZ library for drawing Bayesian networks, graphical models and (directed) factor graphs in LaTeX.

librosa

Python library for audio and music analysis

twolayer

Spatial and Transformational Invariants Matlab Code

MSongsDB

Code for the Million Song Dataset, the dataset contains metadata and audio analysis for a million tracks, a collaboration between The Echo Nest and LabROSA. See website for details.