The simplest, fastest repository for training/finetuning medium-sized GPTs.

Open-source framework for the research and development of foundation models.

Machine Learning Systems

🧠「大模型」2小时完全从0训练64M的小参数LLM！Train a 64M-parameter LLM from scratch in just 2h!

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.

Kernel herding

Kernel quantile regression

kernel smoothing using nadaraya waston and GPU, CUDA and cupy

kernelboost is a gradient boosting algorithm that uses Nadaraya-Watson (local constant) kernel estimators as base learners.

Lecture slides for the Course "Large Foundation Models: Mathematics, Algorithms, and Applications"

A library for saving midterm/final exams, cheatsheets... and more!

ScalingOpt - Optimization Community

Convert PDF presentations to HTML, including presenter mode

Quiz & Assignment of Coursera

非常详细的大模型LLM的学习教程与笔记

清华主题PPT模板

2025年科学上网最稳翻墙软件，几款中国好用的VPN推荐

jemdoc with new design and support Mathjax.

jemdoc with MathJax support and more

OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched

「香港大学 MaRS 实验室」开源 ikd-Tree 算法中文注释版；新增了header-only分支，便于直接嵌入工程。

Implementation of 9 multi-armed bandit algorithm for the stationary stochastic environment

GLIS package

使用 Python 将 BibTeX 文件转换为 GB/T7714-2015 格式，支持可视操作、单一命令行、批量命令行

iBKH: The integrative Biomedical Knowledge Hub

Welcome to the Awesome Feature Learning in Deep Learning Thoery Reading Group! This repository serves as a collaborative platform for scholars, enthusiasts, and anyone interested in delving into th…

Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"

Distributed Asynchronous Hyperparameter Optimization in Python