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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

flask_bootstrap_app

geany

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hsnr-info

infobot demo in python

kaldi

This is now the official location of the Kaldi project.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

keras-mnist-tutorial

For a mini tutorial at U of T, a tutorial on MNIST classification in Keras.

lightnet

deep learning in hundreds of lines of code

matconvnet

MatConvNet: CNNs for MATLAB

matconvnet-fcn

A MatConvNet-based implementation of the Fully-Convolutional Networks for image segmentation

matlab

models

Models built with TensorFlow

nd013-c2-fusion-starter-final

project of lesson 3, sensor fusion, in udacity nd013

neon

Fast, scalable, easy-to-use Python based Deep Learning Framework by Nervana™

nn-from-scratch

Implementing a Neural Network from Scratch

opencv_3_windows_10_installation_tutorial

oxford_torch_course

Machine Learning (Nando de Freitas) - University of Oxford

pacman

UC Berkeley CS188 Projects # Licensing Information: You are free to use or extend these projects for # educational purposes provided that (1) you do not distribute or publish # solutions, (2) you retain this notice, and (3) you provide clear # attribution to UC Berkeley, including a link to http://ai.berkeley.edu. # # Attribution Information: The Pacman AI projects were developed at UC Berkeley. # The core projects and autograders were primarily created by John DeNero # ([email protected]) and Dan Klein ([email protected]). # Student side autograding was added by Brad Miller, Nick Hay, and # Pieter Abbeel ([email protected]).

peterroelants.github.io

Blog

pocketsphinx

PocketSphinx is a lightweight speech recognition engine, specifically tuned for handheld and mobile devices, though it works equally well on the desktop

practical-cnn

A VGG practical on convolutional neural networks

python-control

pythonscripts

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

q_learning_demo

rcnn

R-CNN: Regions with Convolutional Neural Network Features

react

React_Apps

reinforcement-learning-an-introduction

solutions to the examples and exercises

reinforcement-learning-car

Using reinforcement learning to teach a car to avoid obstacles.