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

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. S…

Inference code for LLaMA models

Course material from General Assembly's Software Engineering Immersive Bootcamp I attended from July - October 2019.

🦜🔗 Build context-aware reasoning applications

This Discord chatbot is incredibly versatile, offering a wide range of customization options.

Java: The Complete Reference (12th Edition) - Source Code

精心收集的天涯神贴，不带水印，方便阅读

A framework to evaluate the generalization capability of safety alignment for LLMs

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression, multi-objec…

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

lhy2021/2022/2023

An experimental open-source attempt to make GPT-4 fully autonomous.

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

Source code for Twitter's Recommendation Algorithm

深度学习经典、新论文逐段精读