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GitHub Repository
Open-source framework for computational formulation science from ingredient validation to autonomous mixture optimization. The missing infrastructure layer between single-molecule tools (RDKit) and real-world formulation.
5 starsPython
OpenMix, open-source computational framework for formulation science
by vijayvkrishnan·Apr 8, 2026·3 points·2 comments
AI Analysis
●●SolidNiche GemBig Brain
RDKit handles molecules; this handles mixtures — a genuine infrastructure gap.
Strengths
- •Physics observation engine resolves ingredients to molecular identity without training data
- •273 knowledge rules across 6 domains catch dangerous ingredient interactions
- •197 passing tests with Colab notebooks for immediate experimentation
Weaknesses
- •Zero stars and forks suggests limited community adoption so far
- •Niche audience limits broader developer appeal despite technical merit
Category
Target Audience
Formulation scientists, computational chemists, pharma researchers
Similar To
RDKit · DeepChem
Post Description
I built OpenMix because computational chemistry has great tools for individual molecules (RDKit, DeepChem) but nothing for mixtures.
pip install openmix. Apache 2.0.
Technical blog: https://vijayvkrishnan.substack.com/p/the-missing-layer-in-c...
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