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The Top 23 Machine Learning Pipeline Open Source Projects

Open source projects categorized as Machine Learning Pipeline
Categories > Machine Learning > Machine Learning
Categories > Data Processing > Pipeline
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453most recent commit 3 months agopypi jina} Downloads
Argo Workflows ⭐ 14,264
Workflow Engine for Kubernetes
dependent packages 51total releases 449most recent commit a day ago
Kubeflow ⭐ 13,364
Machine Learning Toolkit for Kubernetes
dependent packages 3total releases 64most recent commit 3 months ago
Kedro ⭐ 9,298
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
dependent packages 64total releases 46most recent commit 18 days agopypi kedro} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22most recent commit 3 months agopypi stanza} Downloads
Mage Ai ⭐ 6,324
🧙 The modern replacement for Airflow. Build, run, and manage data pipelines for integrating and transforming data.
total releases 314most recent commit 3 months ago
Deeplearningproject ⭐ 4,043
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
most recent commit 4 years ago
Production Level Deep Learning ⭐ 3,957
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
most recent commit 5 months ago
Orchest ⭐ 3,876
Build data pipelines, the easy way 🛠️
total releases 19most recent commit 10 months ago
Zenml ⭐ 3,626
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
dependent packages 2total releases 116most recent commit 11 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
Pipelines ⭐ 3,368
Machine Learning Pipelines for Kubeflow
dependent packages 77total releases 129most recent commit 3 months agopypi kfp} 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
Marimo ⭐ 3,037
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.
total releases 66most recent commit 3 months ago
Towhee ⭐ 2,903
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
total releases 26most recent commit 3 months ago
Pipcook ⭐ 2,483
Machine learning platform for Web developers
dependent packages 38total releases 104most recent commit 3 months agonpm @pipcook/boa} Downloads
Rust Bert ⭐ 2,300
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
dependent packages 7total releases 45most recent commit 3 months agocargo rust-bert} 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
Tfx ⭐ 2,051
TFX is an end-to-end platform for deploying production ML pipelines
most recent commit 3 months ago
Elyra ⭐ 1,721
Elyra extends JupyterLab with an AI centric approach.
dependent packages 14total releases 111most recent commit 3 months agonpm @elyra/ui-components} Downloads
Mlj.jl ⭐ 1,690
A Julia machine learning framework
most recent commit 3 months ago
Automl Gs ⭐ 1,642
Provide an input CSV and a target field to predict, generate a model + code to run it.
total releases 2most recent commit 4 years ago
Data Science Complete Tutorial ⭐ 1,575
For extensive instructor led learning
most recent commit a year ago
The 10 Most Depended On Machine Learning Pipeline Open Source Projects
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Pipelines ⭐ 3,368
Machine Learning Pipelines for Kubeflow
dependent packages 77total releases 129latest release October 27, 2023most recent commit 3 months agopypi kfp} Downloads
Argo Workflows ⭐ 14,264
Workflow Engine for Kubernetes
dependent packages 51total releases 449latest release November 27, 2023most recent commit a day ago
Pipcook ⭐ 2,483
Machine learning platform for Web developers
dependent packages 38total releases 104latest release May 13, 2021most recent commit 3 months agonpm @pipcook/boa} Downloads
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453latest release December 01, 2023most recent commit 3 months agopypi jina} Downloads
Elyra ⭐ 1,721
Elyra extends JupyterLab with an AI centric approach.
dependent packages 14total releases 111latest release March 29, 2023most recent commit 3 months agonpm @elyra/ui-components} Downloads
Mlblocks ⭐ 105
A library for composing end-to-end tunable machine learning pipelines.
dependent packages 14total releases 33latest release September 26, 2023most recent commit 7 months agopypi mlblocks} 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
The 10 Latest Releases In Machine Learning Pipeline Open Source Projects
Fondant ⭐ 293
Production-ready data processing made easy and shareable
total releases 24latest release December 12, 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
Towhee ⭐ 2,903
Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
total releases 26latest release December 04, 2023most recent commit 3 months ago
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Jina ⭐ 19,573
☁️ Build multimodal AI applications with cloud-native stack
dependent packages 16total releases 2,453latest release December 01, 2023most recent commit 3 months agopypi jina} 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
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
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