dnouri

cuda-convnet

My fork of Alex Krizhevsky's cuda-convnet from 2013 where I added dropout, among other features.

kfkd-tutorial

Code for my Kaggle Facial Keypoints Detection tutorial

gdbn

George Dahl's gdbn: Pre-trained deep neural networks

noccn

Utilities for Alex Krizhevsky's cuda-convnet

python-tutorials

A collection of material for Python and web related tutorials that I used between 2008 through 2010.

skynet

Distributed Convolutional Network

dsr-fall-2014

Some of the material used for course I give at datascienceretreat.com

beistrich

Predict where to put commas in sentences.

Lasagne

neural network tools for Theano

fast-neural-style

Feedforward style transfer

Passage

A little library for text analysis with RNNs.

pyramid_basicauth

Pyramid plugin for HTTP Basic access authentication

pyramid_tutorials

Tutorials for Pyramid

deepnet

Implementation of some deep learning algorithms.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

ddsm

Digital Database for Digital Mammography Software

decaf-release

http://decaf.berkeleyvision.org/

gensim

Topic Modelling for Humans

kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

kotti_multilingual

Multilingual sites with Kotti

memory_profiler

Monitor Memory usage of Python code

Multiverso

Parameter server framework for distributed machine learning

nolearn_utils

Utilities for nolearn.lasagne

OverFeat

pylearn2

A Machine Learning library based on Theano

scikit-learn

scikit-learn: machine learning in Python

Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

ThinkStats2

Text and supporting code for Think Stats, 2nd Edition

ThinkX

translational-DBN

A variation on Deep Belief Networks that allows labels to be used in pretraining. The application is tracing tongue surface contours from ultrasound images