Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Stanza | 6,931 | 2 | 91 | 2 months ago | 22 | December 03, 2023 | 83 | other | Python | |
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages | ||||||||||
Mage Ai | 6,324 | 2 months ago | 314 | December 06, 2023 | 189 | apache-2.0 | Python | |||
🧙 The modern replacement for Airflow. Build, run, and manage data pipelines for integrating and transforming data. | ||||||||||
Clearml | 5,009 | 16 | 2 months ago | 143 | November 08, 2023 | 426 | apache-2.0 | Python | ||
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management | ||||||||||
Production Level Deep Learning | 3,957 | 4 months ago | 7 | |||||||
A guideline for building practical production-level deep learning systems to be deployed in real world applications. | ||||||||||
Zenml | 3,578 | 2 | 4 days ago | 116 | November 28, 2023 | 58 | apache-2.0 | Python | ||
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io. | ||||||||||
Polyaxon | 3,438 | 4 | 12 | 2 months ago | 418 | December 09, 2023 | 122 | apache-2.0 | ||
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle | ||||||||||
Marimo | 3,037 | 2 months ago | 66 | December 08, 2023 | 47 | apache-2.0 | TypeScript | |||
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git. | ||||||||||
Transmogrifai | 2,099 | 3 | 2 years ago | 9 | June 11, 2020 | 44 | bsd-3-clause | Scala | ||
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning | ||||||||||
Elyra | 1,721 | 14 | 2 months ago | 111 | March 29, 2023 | 274 | apache-2.0 | Python | ||
Elyra extends JupyterLab with an AI centric approach. | ||||||||||
Cube Studio | 1,710 | 2 months ago | 1 | October 13, 2022 | 74 | other | Jupyter Notebook | |||
cube studio开源云原生一站式机器学习/深度学习AI平台,支持sso登录,多租户/多项目组,数据资产对接,notebook在线开发,拖拉拽任务流pipeline编排,多机多卡分布式算法训练,超参搜索,推理服务VGPU,多集群调度,边缘计算,serverless,标注平台,自动化标注,数据集管理,大模型一键微调,llmops,私有知识库,AI应用商店,支持模型一键开发/推理/微调,私有化部署,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 |