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『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)
『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)
(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II. JAIR = Journal of Artificial Intelligence Rese…
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
VIP cheatsheets for Stanford's CS 230 Deep Learning
A computer algebra system written in pure Python
Book_3_《数学要素》 | 鸢尾花书：从加减乘除到机器学习；上架；欢迎继续纠错，纠错多的同学还会有赠书！
Educational materials on deep learning by Weights & Biases
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
RSTutorials: A Curated List of Must-read Papers on Recommender System.
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 2…
Playing Pokemon Red with Reinforcement Learning
BOM, STL files and instructions for PAROL6 3D printed robot arm
A fancy self-hosted monitoring tool
MiniLLM is a minimal system for running modern LLMs on consumer-grade GPUs
Compact closed-loop stepper motor driver designed for NEMA motors
Large Language Model Text Generation Inference
Understanding Deep Learning - Simon J.D. Prince
CP4 Free Source Code Project (C++17, Java11, Python3 and OCaml)
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
⛄ Possibly the smallest compiler ever
🎚️ Open Source Audio Matching and Mastering