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The Top 21 Data Science Dataops Open Source Projects

Open source projects categorized as Data Science Dataops
Categories > Data Processing > Data Science
Categories > Dataops
Prefect ⭐ 14,339
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
dependent packages 152total releases 249most recent commit 25 days agopypi prefect} Downloads
Cleanlab ⭐ 8,182
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24most recent commit 15 days agopypi cleanlab} 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
Taipy ⭐ 4,311
Turns Data and AI algorithms into production-ready web applications in no time.
total releases 26most recent commit 3 months ago
Lance ⭐ 3,003
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
dependent packages 11total releases 108most recent commit 3 months agopypi pylance} Downloads
Whylogs ⭐ 2,533
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
total releases 20most recent commit 14 days ago
Traceml ⭐ 490
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
dependent packages 12total releases 10most recent commit 2 months agopypi pandas-summary} Downloads
Versatile Data Kit ⭐ 389
One framework to develop, deploy and operate data workflows with Python and SQL.
dependent packages 25total releases 181most recent commit 3 months agopypi vdk-core} Downloads
Squirrel Core ⭐ 271
A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way 🌰
total releases 102most recent commit 3 months ago
Raptor ⭐ 136
Transform your pythonic research to an artifact that engineers can deploy easily.
total releases 22most recent commit 6 months ago
Cauldron ⭐ 77
Interactive computing for complex data processing, modeling and analysis in Python 3
total releases 66most recent commit 2 years ago
Beneath ⭐ 64
Beneath is a serverless real-time data platform ⚡️
total releases 38most recent commit 2 years ago
Squirrel Datasets Core ⭐ 37
Squirrel dataset hub
total releases 63most recent commit 10 months ago
Data Engineering And Dataops ⭐ 34
Duke MIDS: Data Engineering and DataOps Course
most recent commit 10 months ago
Cli ⭐ 19
Polyaxon Core Client & CLI to streamline MLOps
most recent commit 3 months ago
Rivery_cli ⭐ 17
Rivery CLI
most recent commit 4 months ago
Smartpipeline ⭐ 16
A framework for rapid development of robust data pipelines following a simple design pattern
total releases 9most recent commit 4 months ago
Awesome Ml Monitoring ⭐ 11
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
most recent commit a year ago
Dataphile ⭐ 8
Data analytics library for Python and suite of open source, command line based data ops tools.
total releases 10most recent commit 2 years ago
Scalable Data Science ⭐ 5
Scalable Data Science: The state of DataOps / MLOps in 2018
most recent commit 6 years ago
Data Science Api Framework ⭐ 5
A simple framework to test and deploy your Data Science API
most recent commit 9 months ago
The 6 Most Depended On Data Science Dataops Open Source Projects
Prefect ⭐ 14,339
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
dependent packages 152total releases 249latest release December 08, 2023most recent commit 25 days agopypi prefect} Downloads
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
Versatile Data Kit ⭐ 389
One framework to develop, deploy and operate data workflows with Python and SQL.
dependent packages 25total releases 181latest release November 28, 2023most recent commit 3 months agopypi vdk-core} Downloads
Traceml ⭐ 490
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
dependent packages 12total releases 10latest release November 25, 2021most recent commit 2 months agopypi pandas-summary} Downloads
Cleanlab ⭐ 8,182
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24latest release September 11, 2023most recent commit 15 days agopypi cleanlab} Downloads
The 10 Latest Releases In Data Science Dataops Open Source Projects
Prefect ⭐ 14,339
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
dependent packages 152total releases 249latest release December 08, 2023most recent commit 25 days agopypi prefect} Downloads
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
Versatile Data Kit ⭐ 389
One framework to develop, deploy and operate data workflows with Python and SQL.
dependent packages 25total releases 181latest release November 28, 2023most recent commit 3 months agopypi vdk-core} Downloads
Taipy ⭐ 4,311
Turns Data and AI algorithms into production-ready web applications in no time.
total releases 26latest release October 27, 2023most recent commit 3 months ago
Smartpipeline ⭐ 16
A framework for rapid development of robust data pipelines following a simple design pattern
total releases 9latest release September 27, 2023most recent commit 4 months ago
Cleanlab ⭐ 8,182
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24latest release September 11, 2023most recent commit 15 days agopypi cleanlab} Downloads
Raptor ⭐ 136
Transform your pythonic research to an artifact that engineers can deploy easily.
total releases 22latest release February 15, 2023most recent commit 6 months ago
Squirrel Datasets Core ⭐ 37
Squirrel dataset hub
total releases 63latest release July 07, 2022most recent commit 10 months ago
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