YeFeiyangx's repositories
awesome-real-world-rl
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
grownup_share
Python: learn and share
Awesome-Pretrained-RL
from weinang zhang
bluesky
The open source air traffic simulator
cv-competitions-list-review
cv的一些比赛
d2l-study-group
Deep Learning Study Group
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
diffuser
Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"
dqn_zoo
The implement of all kinds of dqn reinforcement learning with Pytorch
ForGitTestLocal
For self-test
key-book
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/
learn-python3
Learn Python 3 Sample Code
LeetcodeTop
汇总各大互联网公司容易考察的高频leetcode题🔥
MachineLearning
Machine Learning in Action（机器学习实战-笔记）
mysteryann
🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. （see big-ann-benchmark https://big-ann-benchmarks.com/neurips23.html). The fastest cross-modal vector retrieval.
networkx
Network Analysis in Python
nn_vis
A project for processing neural networks and rendering to gain insights on the architecture and parameters of a model through a decluttered representation.
or-tools
Google's Operations Research tools:
Python
All Algorithms implemented in Python
python-algorithms
Source code for 'Python Algorithms' by Magnus Lie Hetland
rl-book
Exercises from "Reinforcement Learning", 2nd edition by Sutton and Barto
rl-book-challenge
self-studying the Sutton & Barto the hard way
RLSchool
Excellent Environments for Reinforcement Learning Benchmarking （强化学习环境集）
snake-ai
An AI agent that beats the classic game "Snake".
trafficSimulator
A microscopic traffic simulation in Python
transformer
PyTorch Implementation of "Attention Is All You Need"
vector-search-papers
📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-scale information retrieval, cross-modal retrieval, LLMs-based RAG, vector databases.