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RDKit

https://rdkit.org

Best for

Computational chemistry toolkit

Works on

Linux, Windows, Mac (Python, C++)

Alternatives

DeepChem, Open Babel

Watch out

Requires chemistry domain knowledge to use effectively; installation can be tricky with dependency conflicts.

What It Does

Open-source cheminformatics toolkit for molecular manipulation, substructure searching, fingerprinting, and property calculation. The standard library for computational chemistry workflows in Python and C++.

Setup in 5 Minutes

1. Go to rdkit.org and create a free account 2. Complete the onboarding — set your preferences and explore the dashboard 3. Install the framework and run the starter example or tutorial 4. Start using RDKit for your own work

Try This

Train a small model on sample data and evaluate its accuracy against a baseline

Follow Along

Build an end-to-end ML pipeline: load data, train a model, evaluate, and export for inference

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