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28 search results found
Prefect
⭐
14,603
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
Flyte
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4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
Taipy
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4,311
Turns Data and AI algorithms into production-ready web applications in no time.
Lance
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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..
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. 📈
Meltano
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1,460
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
Sqlmesh
⭐
931
SQLMesh is a data transformation framework that brings the benefits of DevOps to data teams. It enables data scientists, analysts, and engineers to efficiently run and deploy data transformations written in SQL or Python.
Versatile Data Kit
⭐
389
One framework to develop, deploy and operate data workflows with Python and SQL.
Squirrel Core
⭐
271
A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way 🌰
Aws Ddk
⭐
233
An open source development framework to help you build data workflows and modern data architecture on AWS.
Weboptout
⭐
191
Opt-Out tool to check Copyright reservations in a way that even machines can understand.
Titan
⭐
152
Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data access. Declarative Python Resource API. Change Management tool for the Snowflake data warehouse.
Datachecks
⭐
117
Open Source Data Quality Monitoring.
Awesome Dataops
⭐
78
😎 A curated list of awesome DataOps tools
Cauldron
⭐
77
Interactive computing for complex data processing, modeling and analysis in Python 3
Beneath
⭐
64
Beneath is a serverless real-time data platform ⚡️
Noronha
⭐
56
DataOps framework for Machine Learning projects.
Squirrel Datasets Core
⭐
37
Squirrel dataset hub
Space
⭐
36
Unified storage framework for the entire machine learning lifecycle
Grizzly
⭐
34
End-to-end DataOps platform deployed by Terraform.
Vulkn
⭐
26
Love your Data. Love the Environment. Love VULKИ.
Stairlight
⭐
25
A data lineage tool detects table dependencies from rendered SQL statements.
Funsies
⭐
25
funsies is a lightweight workflow engine 🔧
Tickit Data Lake Demo
⭐
23
Resources for video demonstrations and blog posts related to DataOps on AWS
Dataops Platform Airflow Dbt
⭐
21
Build DataOps platform with Apache Airflow and dbt on AWS
Cli
⭐
19
Polyaxon Core Client & CLI to streamline MLOps
Pipelime Python
⭐
18
A swiss army knife for data processing!
Rivery_cli
⭐
17
Rivery CLI
Smartpipeline
⭐
16
A framework for rapid development of robust data pipelines following a simple design pattern
Data Paths
⭐
11
Dataphile
⭐
8
Data analytics library for Python and suite of open source, command line based data ops tools.
Openclients
⭐
7
Open source clients for working with Data Culpa Validator services from data pipelines
Sheenflow
⭐
6
A next-generation open source orchestration platform for the development, production, and observation of data assets.
Cob_datapipeline
⭐
6
Airflow Data Processing Pipeline for TUL Catalog on Blacklight Data
Data Science Api Framework
⭐
5
A simple framework to test and deploy your Data Science API
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