jiange91

ParrotServe

[OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable

BurstGPT

A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems

palimpzest

A Declarative System for Optimizing AI Workloads

LLMSys-PaperList

Large Language Model (LLM) Systems Paper List

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

cs-self-learning

计算机自学指南

flash-attention

Fast and memory-efficient exact attention

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

xg2xg

by ex-googlers, for ex-googlers - a lookup table of similar tech & services

DataFrame

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

pycow

Copy-on-write for Python

Health-App

Health management for the elderly. Candidate project for China Challenge Cup 2021

LSTNet

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

PRMLT

Matlab code of machine learning algorithms in book PRML

PRML

PRML algorithms implemented in Python

UnsupGenModbyMPS

code for Unsupervised Generative Modeling using Matrix Product States

TensorNetwork

A library for easy and efficient manipulation of tensor networks.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"