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。

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Typora 0.11.18 最后一个免费版本

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

jsprit is a java based, open source toolkit for solving rich vehicle routing problems

branch and price vrptw

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

This curated list contains python packages for time series analysis

AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

自然语言处理学习笔记：机器学习及深度学习原理和示例，基于 Tensorflow 和 PyTorch 框架，Transformer、BERT、ALBERT等最新预训练模型及源代码详解，及基于预训练模型进行各种自然语言处理任务。模型部署

Contents for data mining course

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.

LR, FM, DeepFM, xDeepFM, DIN, CF等推荐算法代码demo。采用TFRecords作为输入，方便实际场景应用。

Machine learning, statistics, and data mining for astronomy and astrophysics

蚁群算法求解VRPTW

一个基于 fasttext + faiss 的商品内容相关推荐实现，nginx+uwsgi+flask / gunicorn+uvicorn+fastapi 提供api查询接口，增加Spark实现 Ansj+Word2vec+LSH+Phoenix

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services, called "baidu-rpc" inside Baidu.

推荐系统资料

微信公众号【程序猿声】的相关代码汇总

kafka + structured streaming + phoenix / hbase + elasticsearch 基于行为日志实现热门推荐，用户偏好推荐，召回融合策略实现。

Repository for paper "Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction"

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。

AI education materials for Chinese students, teachers and IT professionals.