hamilton

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

Simple Workflow Framework based on Hamilton

Git version control for Hamilton Venus liquid-handler methods: makes .med/.hsl methods portable by rewriting hardcoded paths and syncing labware and library dependencies

The Hofstadter Butterfly

LRC files for Hamilton: the Musical

A VS Code extension providing comprehensive syntax highlighting, code snippets, and language support for HSL (Hamilton Standard Language).

Lab Compiler is a Python library for laboratory work. Write the experiment once. Compile it for any lab.

Using LSTMs to generate lyrics from the Hamilton musical

Local desktop explorer for Hamilton trace logs, timing evidence, and pipetting summaries.

ML orchestration over QM9: Hamilton DAG pipelines, bootstrap-CI-gated model promotion, MLflow registry with champion aliasing, agent-advised retraining.

Simulation-first wet-lab orchestration and LMS platform for protocol validation, provider compilation, run lineage, and audit-ready lab operations.

Python program to visualize TADM data generated by Hamilton's liquid handling robots