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The Top 23 Machine Learning Workflow Open Source Projects

Open source projects categorized as Machine Learning Workflow
Categories > Machine Learning > Machine Learning
Airflow ⭐ 34,299
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
dependent packages 320total releases 169most recent commit 14 days agopypi apache-airflow} Downloads
Argo Workflows ⭐ 14,264
Workflow Engine for Kubernetes
dependent packages 51total releases 449most recent commit 5 days ago
Qlib ⭐ 13,295
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
dependent packages 1total releases 32most recent commit 3 months agopypi pyqlib} Downloads
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266most recent commit 3 months agopypi flyteidl} Downloads
Cml ⭐ 3,848
♾️ CML - Continuous Machine Learning | CI/CD for ML
dependent packages 2total releases 149most recent commit 5 months agonpm @dvcorg/cml} Downloads
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116most recent commit 14 days agopypi zenml} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418most recent commit 3 months agopypi polyaxon} Downloads
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115most recent commit 3 months agopypi ploomber} Downloads
Transmogrifai ⭐ 2,099
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
dependent packages 3total releases 9most recent commit 2 years ago
Azureml Examples ⭐ 1,442
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
dependent packages 4total releases 17most recent commit 3 months agopypi mldesigner} Downloads
Pythonnumericaldemos ⭐ 1,190
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
most recent commit 3 months ago
Mlrun ⭐ 1,177
Machine Learning automation and tracking
total releases 486most recent commit 3 months ago
Hopsworks ⭐ 1,041
Hopsworks - Data-Intensive AI platform with a Feature Store
total releases 1most recent commit 3 months ago
D6tflow ⭐ 950
Python library for building highly effective data science workflows
total releases 23most recent commit 9 months ago
Couler ⭐ 847
Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.
most recent commit 6 months ago
Onepanel ⭐ 704
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
dependent packages 1total releases 64most recent commit a year ago
Covalent ⭐ 608
Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.
dependent packages 2total releases 118most recent commit 3 months agopypi covalent} Downloads
Ml Metadata ⭐ 577
For recording and retrieving metadata associated with ML developer and data scientist workflows.
dependent packages 23total releases 42most recent commit 3 months agopypi ml-metadata} Downloads
Kale ⭐ 517
Kubeflow’s superfood for Data Scientists
dependent packages 2total releases 7most recent commit 2 years agonpm kubeflow-kale-launcher} Downloads
Knime Core ⭐ 493
KNIME Analytics Platform
most recent commit 3 months ago
Ilastik ⭐ 319
ilastik-shell, applets, and workflows to string them together.
most recent commit 3 months ago
Plynx ⭐ 288
PLynx is a domain agnostic platform for managing reproducible experiments and data-oriented workflows.
total releases 57most recent commit 3 months ago
Cuneiform ⭐ 215
Cuneiform distributed programming language
total releases 5most recent commit 10 months ago
The 10 Most Depended On Machine Learning Workflow Open Source Projects
Airflow ⭐ 34,299
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
dependent packages 320total releases 169latest release November 27, 2023most recent commit 14 days agopypi apache-airflow} Downloads
Argo Workflows ⭐ 14,264
Workflow Engine for Kubernetes
dependent packages 51total releases 449latest release November 27, 2023most recent commit 5 days ago
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Ml Metadata ⭐ 577
For recording and retrieving metadata associated with ML developer and data scientist workflows.
dependent packages 23total releases 42latest release August 10, 2023most recent commit 3 months agopypi ml-metadata} Downloads
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115latest release November 29, 2023most recent commit 3 months agopypi ploomber} Downloads
Pyradigm ⭐ 24
Research data management in biomedical and machine learning applications
dependent packages 4total releases 21latest release July 22, 2020most recent commit a year agopypi pyradigm} Downloads
Azureml Examples ⭐ 1,442
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
dependent packages 4total releases 17latest release November 14, 2023most recent commit 3 months agopypi mldesigner} Downloads
The 10 Latest Releases In Machine Learning Workflow Open Source Projects
Smartsim ⭐ 196
SmartSim Infrastructure Library.
total releases 8latest release December 18, 2023most recent commit 3 months ago
Polyaxon ⭐ 3,438
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 12total releases 418latest release December 09, 2023most recent commit 3 months agopypi polyaxon} Downloads
Mlrun ⭐ 1,177
Machine Learning automation and tracking
total releases 486latest release December 07, 2023most recent commit 3 months ago
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Covalent ⭐ 608
Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.
dependent packages 2total releases 118latest release December 01, 2023most recent commit 3 months agopypi covalent} Downloads
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115latest release November 29, 2023most recent commit 3 months agopypi ploomber} Downloads
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116latest release November 28, 2023most recent commit 14 days agopypi zenml} Downloads
Argo Workflows ⭐ 14,264
Workflow Engine for Kubernetes
dependent packages 51total releases 449latest release November 27, 2023most recent commit 5 days ago
Airflow ⭐ 34,299
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
dependent packages 320total releases 169latest release November 27, 2023most recent commit 14 days agopypi apache-airflow} Downloads
Colmena ⭐ 38
Library for steering campaigns of simulations on supercomputers
total releases 21latest release November 16, 2023most recent commit 4 months ago
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