Code Repository for The Kaggle Book, Published by Packt Publishing

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

A curated list of awesome Machine Learning frameworks, libraries and software.

A collection of various deep learning architectures, models, and tips

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"

A comprehensive collection of recent papers on graph deep learning

Visualizations for machine learning datasets

TensorFlow code and pre-trained models for BERT

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

Essential Guide to keep up with AI/ML/DL/CV

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

This repository is no longer maintained.

Deep Learning and deep reinforcement learning research papers and some codes

A Tensorflow implementation of Spatial Transformer Networks.

Code companion to the O'Reilly "Fundamentals of Deep Learning" book

A toolkit for developing and comparing reinforcement learning algorithms.

Code for the paper "Improved Techniques for Training GANs"

A curated list of deep learning resources for computer vision

Public facing notes page

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.…

Countering Adversarial Image using Input Transformations.

Distributed Asynchronous Hyperparameter Optimization in Python

An Open Source Machine Learning Framework for Everyone

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.