A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

PyTorch implementations of Adversarial defenses and utils.

PyTorch implementation of adversarial attacks.

PyTorch implementation of adversarial defenses [Fantastic Robustness Measures: The Secrets of Robust Generalization, NeurIPS 2023].

Example deep learning projects that use wandb's features.

A hyperparameter optimization framework

The Machine Learning & Deep Learning Compendium is an open knowledge-sharing project compiled using Gitbook.

Slides and code samples for training, tutorials, and workshops about Docker, containers, and Kubernetes.

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

Python Tutorials for Data Science

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

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

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

An open source code editor for the web, written in JavaScript, HTML and CSS.

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

A list of papers on Generative Adversarial (Neural) Networks

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

📚 Solutions to Introduction to Algorithms Third Edition

Repository for the free online book Machine Learning from Scratch (link below!)

Build a Jekyll blog in minutes, without touching the command line.

Image processing in Python

😎 Awesome lists about all kinds of interesting topics

📚 Freely available programming books

Design patterns implemented in Java

Collection of malware source code for a variety of platforms in an array of different programming languages.

A cross-platform, customizable science fiction terminal emulator with advanced monitoring & touchscreen support.