7404n Goto Github PK

algorithms

Data Structures and Algorithms in Python

blocks

A Theano framework for building and training neural networks

c-data-structures

A simple library of data structures for C

caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

caffe-lstm

LSTM implementation on Caffe

caffe-speech-recognition

Speech Recognition with the Caffe deep learning framework

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cracking-the-coding-interview

Cracking The Coding Interview

cracking_the_coding_interview

C++ Solutions to Cracking the Coding Interview, 5th Edition

cs231n.github.io

Public facing notes page

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepmat

Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders

deepnet

Implementation of some deep learning algorithms.

deepqlearning

A powerful machine learning algorithm utilizing Q-Learning and Neural Networks, implemented using Torch and Lua.

divvy

Fast and intuitive exploratory data analysis

dp

A deep learning library for streamlining research and development using the Torch7 distribution.

easings.net

Easing Functions Cheat Sheet

ecantorix

Singing synthesis frontend for espeak

ekalgorithms

EKAlgorithms contains some well known CS algorithms & data structures.

eladtools

epibook.github.io

Publishes to Github Pages

fex

feature extractor library for torch7

free-programming-books

frontend-nanodegree-resume

imagine-nn

IMAGINE torch neural network routines

interview

Everything you need to kick ass on your coding interview

interview-practice

Solutions to the 150 Cracking the Coding Interview questions

ipam-tutorials

IPAM Tutorials on Theano/Torch

kaggle-cifar10-torch7

Code for Kaggle-CIFAR10 competition.

kaldi-lstm

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).