Jeremy Yang's repositories
AI-Job-Notes
AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）
awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Awesome-System-for-Machine-Learning
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
build-your-own-x
Master programming by recreating your favorite technologies from scratch.
Coding-Interview-101
Coding interview tips
coding-interview-university
A complete computer science study plan to become a software engineer.
cpp-cheat-sheet
C++ Syntax, Data Structures, and Algorithms Cheat Sheet
convnetjs
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
cryptos
Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
developer-roadmap
Roadmap to becoming a web developer in 2020
flash-attention
Fast and memory-efficient exact attention
leetcode-1
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
LeetCodeAnimation
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
llama2.c
Inference Llama 2 in one file of pure C
llm.c
LLM training in simple, raw C/CUDA
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
llms-from-scratch-cn
仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理
MachineLearningPlayground
Implementation of basic mathematical pattern recognition/machine learning techniques for fun
my-cs-degree
A CS degree with a focus on full-stack ML engineering, 2020
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
pykaldi
A Python wrapper for Kaldi
python-docs-samples
Code samples used on cloud.google.com
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
speech_recognition
Speech recognition module for Python, supporting several engines and APIs, online and offline.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
vscode-cpptools
Official repository for filing issues against and getting support for the Microsoft C/C++ extension for VS Code
YouCompleteMe
A code-completion engine for Vim