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examples

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

fullstack-tutorial

🚀 fullstack tutorial 2022，后台技术栈/架构师之路/全栈开发社区，春招/秋招/校招/面试

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

helperoc

ilqr-gym

Iterative LQR controller operating in OpenAI Gym environment.

interview

📚 C/C++面试基础知识总结

irl-toolkit

IRL Toolkit developed by Sergey Levine (Taken from https://graphics.stanford.edu/projects/gpirl/)

leetcode

leetcode record

lmdp

markdown

Convert Markdown to HTML, with XSS protection

mpsc_guided_imitation_learning

ms_thesis

news

odin

A simple and effective method for detecting out-of-distribution images in neural networks.

on_manifold_counterexample

onnx-parser

ONNX Parser is a tool that automatically generates openvx inference code (CNN) from onnx binary model files.

p

The P programming language.

paper-notes

pgd-pytorch

A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"

polar

policy_repair_safety_gym

project-based-learning

Curated list of project-based tutorials

pruning

pymdptoolbox

Markov Decision Process (MDP) Toolbox for Python

pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

reward_machines

saal