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lit-ie

A training and inference framework for open ner and re models! 信息抽取模型的统一训练和推理框架，包含丰富的开源SOTA模型

OI-wiki

:star2: Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）

Mirror

🪞A powerful toolkit for almost all the Information Extraction tasks.

redun

Yet another redundant workflow engine

langchain

🦜🔗 Build context-aware reasoning applications

langserve

LangServe 🦜️🏓

pac4j

Security engine for Java (authentication, authorization, multi frameworks): OAuth, CAS, SAML, OpenID Connect, LDAP, JWT...

Sa-Token

一个轻量级 Java 权限认证框架，让鉴权变得简单、优雅！—— 登录认证、权限认证、分布式Session会话、微服务网关鉴权、单点登录、OAuth2.0

faker

Faker is a Python package that generates fake data for you.

LarkMidTable

LarkMidTable 是一站式开源的数据中台，实现中台的 基础建设，数据治理，数据开发，监控告警，数据服务，数据的可视化，实现高效赋能数据前台并提供数据服务的产品。

cube-studio

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，支持sso登录，多租户，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，serverless，标注平台，自动化标注，数据集管理，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式

kyuubi

Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.

cloudpickle

Extended pickling support for Python objects

streaming-jupyter-integrations

cloc

cloc counts blank lines, comment lines, and physical lines of source code in many programming languages.

orchest

Build data pipelines, the easy way 🛠️

dagger

An engine to run your pipelines in containers

dagster

An orchestration platform for the development, production, and observation of data assets.

GLEM

Awesome-Chinese-LLM

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。

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

Career_Platform_with_Demo

Source Code and Demo for paper CareerMiner: Automatic Extraction of Professional Network from Large Chinese Resume Data

project-based-learning

Curated list of project-based tutorials

alldata

AllData数据中台开源项目，以数据平台为底座，以数据中台为桥梁，以机器学习平台为中层框架，以大模型应用为上游产品，提供全链路数字化解决方案。采购商业版请加入AllData社区：https://docs.qq.com/doc/DVHlkSEtvVXVCdEFo

mlflow

Open source platform for the machine learning lifecycle

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

zeppelin

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.

delta

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases