steven's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
ML-Papers-Explained
Explanation to key concepts in ML
Lhy_Machine_Learning
李宏毅2021/2022/2023春季机器学习课程课件及作业
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
eat_pytorch_in_20_days
Pytorch🍊🍉 is delicious, just eat it! 😋😋
joyful-pandas
pandas中文教程
Book-Mathematical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Surface-Defect-Detection
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
MIT-Linear-Algebra-Notes
MLNLP: Notes for MIT-Linear-Algebra
prompt-patterns
Prompt 编写模式:如何将思维框架赋予机器,以设计模式的形式来思考 prompt
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Awesome-3D-Object-Detection-for-Autonomous-Driving
3D Object Detection for Autonomous Driving: A Comprehensive Survey (IJCV 2023)
Play-with-LLMs
Tutorial on training, evaluating LLM, as well as utilizing RAG, Agent, Chain to build entertaining applications with LLMs.分享如何训练、评估LLMs,如何基于RAG、Agent、Chain构建有趣的LLMs应用。
awesome-aleo
🏎️ A curated list of Aleo & Leo code and resources 🏎️
libbrc20-indexer
UniSat Indexer (brc-20) library
prize-gpu-fpga-msm
Accelerating MSM Operations on GPU/FPGA
longtail_simulator
A simple tool for generating high load on server to simulate long tail effect.