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πŸ€– ML pipeline

Tools that are useful in creating machine learning pipeline
24 repositories

Learn how to use Apache Beam

Java 2 Updated Sep 18, 2023

Open source platform for the machine learning lifecycle

Python 19,658 4,369 Updated Mar 4, 2025

Apache Hive

Java 5,646 4,714 Updated Mar 3, 2025

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

Go 2,873 1,400 Updated Mar 4, 2025

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Python 39,000 14,756 Updated Mar 4, 2025

The Open Source Feature Store for AI/ML

Python 5,844 1,047 Updated Mar 3, 2025

Apache Spark - A unified analytics engine for large-scale data processing

Scala 40,655 28,526 Updated Mar 4, 2025

Apache Beam is a unified programming model for Batch and Streaming data processing.

Java 8,030 4,304 Updated Mar 4, 2025

AI's query engine - Platform for building AI that can learn and answer questions over federated data.

Python 27,276 4,902 Updated Mar 3, 2025

A light-weight, flexible, and expressive statistical data testing library

Python 3,646 327 Updated Mar 4, 2025

scikit-learn: machine learning in Python

Python 61,310 25,643 Updated Mar 4, 2025

Streamlit β€” A faster way to build and share data apps.

Python 37,909 3,274 Updated Mar 4, 2025

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

Rust 32,154 2,106 Updated Mar 4, 2025

LlamaIndex is the leading framework for building LLM-powered agents over your data.

Python 39,524 5,632 Updated Mar 4, 2025

Open standard for machine learning interoperability

Python 18,534 3,720 Updated Mar 4, 2025

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

HTML 4,471 837 Updated Mar 3, 2025

The interactive graphing library for Python ✨

Python 16,796 2,604 Updated Mar 3, 2025

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,…

Python 10,194 929 Updated Mar 4, 2025

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

JavaScript 80,601 9,664 Updated Mar 4, 2025

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

Python 8,836 1,530 Updated Mar 4, 2025

Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework

Python 1,504 451 Updated Feb 24, 2025

User documentation for KServe.

HTML 104 131 Updated Mar 3, 2025

LLM inference in C/C++

C++ 75,777 10,955 Updated Mar 4, 2025

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Python 18,335 2,261 Updated Mar 4, 2025