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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.
A cheatsheet of modern C++ language and library features.
A Easy-to-understand TensorOp Matmul Tutorial
Machine Learning Engineering Open Book
中文的C++ Template的教学指南。与知名书籍C++ Templates不同，该系列教程将C++ Templates作为一门图灵完备的语言来讲授，以求帮助读者对Meta-Programming融会贯通。(正在施工中)
CUDA Templates and Python DSLs for High-Performance Linear Algebra
Modern C++ Programming Course (C++03/11/14/17/20/23/26)
collection of benchmarks to measure basic GPU capabilities
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
System design interview for IT companies
Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.
Lossy Counting and Sticky Sampling implementation for efficient frequency counts on data streams.
Example Makefile for CUDA and C++ source files in a standard project layout.
🔥🔥「InterviewGuide」是阿秀从校园->职场多年计算机自学过程的记录以及学弟学妹们计算机校招&秋招经验总结文章的汇总，包括但不限于C/C++ 、Golang、JavaScript、Vue、操作系统、数据结构、计算机网络、MySQL、Redis等学习总结，坚持学习，持续成长！
《Designing Data-Intensive Application》DDIA 第一版 / 第二版 中文翻译
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems …
Algorithm Patterns — the most scientific way to practice, the fastest path to an offer. You deserve it~ 算法模板，最科学的刷题方式，最快速的刷题路径，你值得拥有~
NeuralProphet: A simple forecasting package
A list of ICs and IPs for AI, Machine Learning and Deep Learning.