Code & Development · GitHub ·2,449 ★

hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

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Details

Author
apache
Category
Code & Development
Platform
GitHub
Framework
custom
Language
jupyter notebook
Stars
2,449
First indexed
2026-05-15
Last active
2026-04-08
Directory sync
2026-05-15
@apache@hamilton_oswww.apache.org

Overview

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

Quick start

git

git clone https://github.com/apache/hamilton

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What hamilton can do

frameworkdefidataraganaly
  • Framework — framework task automation.
  • Defi — Interacts with decentralised finance protocols.
  • Data — Reads, transforms, and analyses structured data.
  • Rag — Retrieves grounded context before answering.
  • Analy — analy task automation.

Frequently asked questions

What is hamilton?
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
How do I install hamilton?
Use git: `git clone https://github.com/apache/hamilton`. Full setup details on the source page linked above.
Is hamilton open source?
hamilton is published on GitHub.
What are alternatives to hamilton?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for hamilton is sourced from GitHub, published by apache.

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