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100-days-of-ml-code

100 Days of ML Coding

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3-dof-planar

Forward and Inverse Kinematics for a 3 Degree of Freedom Planar Robot

a-introduction-to-reinforcement-learning

RL library based on algorithms from the book <A-introduction-to-reinforcement-learning>

adversarial-attack-rl

some algorithms about adversarial attack in rl

attack_vln

awesome-embodied-vision

Reading list for research topics in embodied vision

awesome-grounding

awesome grounding: A curated list of research papers in visual grounding

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-llm-robotics

A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites

awesome-vision-and-language

A curated list of awesome vision and language resources (still under construction... stay tuned!)

awesome-vision-language-navigation

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

college-files

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cs231n

My assignment solutions for CS231n - Convolutional Neural Networks for Visual Recognition

cs285_fa19_deep_reinforcement_learning

My solutions to UC Berkeley CS285 (originally CS294-112, deeprlcourse) Fall 2019 assignments

csapp

CSAPP,《深入理解计算机系统结构》2nd ，阅读与实践！

csapp-3e-solutions

CSAPP 3e Solutions gitbook

csapp-labs

Solutions and Notes for Labs of Computer Systems: A Programmer's Perspective 3rd Editon // 《深入理解计算机系统》第三版的实验文件、解答与笔记

deep-learning-with-python

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

dl-engineer-guidebook

深度学习工程师生存指南

dqn-pytorch

DQN to play Atari Pong

etpnav

Official Implementation of "ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments"

excel2latex

The Excel add-in for creating LaTeX tables

football

Check out the new game server:

gnnpapers

Must-read papers on graph neural networks (GNN)

gym-battlesnake

Multi-agent reinforcement learning environment

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow