chenzhongde

ame

🤖🤖 Attentive Mixtures of Experts (AMEs) are neural network models that learn to output both accurate predictions and estimates of feature importance for individual samples.

apachecn-dl-zh

ApacheCN 深度学习译文集

awesome-distribution-shift

A curated list of papers and resources about the distribution shift in machine learning.

Awesome-explainable-AI

A collection of research materials on explainable AI/ML

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

deep-learning-keras-tensorflow

Introduction to Deep Neural Networks with Keras and Tensorflow

EasyRec

A framework for large scale recommendation algorithms.

Hands-on-RL

https://hrl.boyuai.com/

InterpretableMLBook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

LeetCode-Py

⛽️「算法通关手册」，超详细的「算法与数据结构」基础讲解教程，「LeetCode」650+ 道题目 Python 版的详细解析。通过「算法理论学习」和「编程实战练习」相结合的方式，从零基础到彻底掌握算法知识。

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

MTL

学习并复现经典的推荐系统多目标任务

pandas-cn

Pandas中文文档，欢迎贡献！

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

team_learning

组队学习笔记博客

zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

ADBench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2023.

akcio

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Auto-GPT

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

AutoTabular

Automatic machine learning for tabular data. ⚡🔥⚡

awesome-digital-human

A collection of resources on digital human including clothed people digitalization, virtual try-on, and other related directions.

chatgpt-web

用 Express 和 Vue3 搭建的 ChatGPT 演示网页

Fay

Fay是一个完整的开源项目，包含Fay控制器及数字人模型，可灵活组合出不同的应用场景：虚拟主播、现场推销货、商品导购、语音助理、远程语音助理、数字人互动、数字人面试官及心理测评、贾维斯、Her。 开源项目，非产品试用！！！

langchain

⚡ Building applications with LLMs through composability ⚡

Langchain-Chatchat

Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain ｜ 基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答

LC-Rec

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

RefGPT