整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

Instruct-tune LLaMA on consumer hardware

Finetune ALL LLMs with ALL Adapeters on ALL Platforms!

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

PyTorch tutorials.

A Transformer Framework Based Translation Task

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

股票AI操盘手：从学习、模拟到实盘，一站式平台。包含股票知识、策略实例、因子挖掘、传统策略、机器学习、深度学习、强化学习、图网络、高频交易、C++部署和聚宽实例代码等，可以方便学习、模拟及实盘交易

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …

Text Embeddings and Vector Search with Elasticsearch and Open-Source Technologies

A repository contains more than 10 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22)

基于LSTM的时间序列预测研究

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports comp…

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Multilingual Sentence & Image Embeddings with BERT

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

图说设计模式

大厂面试高频题，算法、python、java、behavior questions等

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60个国家的400所大学用于教学。

Pytorch🍊🍉 is delicious, just eat it! 😋😋

算法面试必备，推荐刷题网站www.lintcode.com。北大学霸的《LeetCode刷题模板》+V领取: jiuzhangfeifei

An annotated implementation of the Transformer paper.

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

C++ Client for elasticsearch