doddaiah

AI-Crash-Course

AI-Crash-Course, published by Packt

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-learning-papers

The most cited deep learning papers

Awesome-Imitation-Learning

A curated list of awesome imitation learning resources and publications

Awesome-Meta-Learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

awesome-tensorflow

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

bookshelf

:books: books

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

Deep-Reinforcement-Learning-Hands-On-Second-Edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

fastai

The fastai deep learning library, plus lessons and and tutorials

Hands-On-Deep-Learning-Algorithms-with-Python

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

Hands-On-Deep-Learning-Algorithms-with-Python-1

Hands-On Deep Learning Algorithms with Python, By Packt

Hands-On-Intelligent-Agents-with-OpenAI-Gym

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

Hands-On-Meta-Learning-With-Python

Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow

Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay

ludwig

Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.

machine-learning-flashcards

Machine learning flashcards

Misc

mli-resources

H2O.ai Machine Learning Interpretability Resources

Papers-Literature-ML-DL-RL-AI

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

Practical_RL

A course in reinforcement learning in the wild

reinforcement-learning-1

Minimal and Clean Reinforcement Learning Examples

RL-Adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

XAI-papers