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ai-resources

Selection of resources to learn Artificial Intelligence / Machine Learning / Statistical Inference / Deep Learning / Reinforcement Learning

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-rl

Reinforcement learning resources curated

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

bayes_python_programming

better-explanations

Warehouse for running small experiments and sharing them with the group

book-1

book

books

cis521

Intro to Artificial Intelligence (Don't steal my code bro!)

cntk

Microsoft Cognitive Toolkit (CNTK)

cs224d

Code for Stanford CS224D: deep learning for natural language understanding

cs231n.github.io

Public facing notes page

cse331

CSE 331: Software Design and Implementation (taught by Michael Ernst)

deep-learning

Some deep learning models and experiments built with Theano.

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

deep-reinforcement-learning-networks

A list of deep neural network architectures for reinforcement learning tasks.

deeplearning-class-2011

Code for Deep Learning class at Google

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.

digit-classifier

A single handwritten digit classifier, using the MNIST dataset. Implemented through Artificial Neural Networks in Python.

dl_tutorial

Tutorials for deep learning

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

dummy01

dummy02

dummy3

ebook

gym-grid

A simple Gridworld environment for Open AI gym

how_to_make_a_tensorflow_image_classifier_live

identity-mapping-resnet-lasagne

Reproduction of some of the results from 'Identity Mappings in Deep Residual Networks'

julia-tutorial-2