deepchem

The premium Open Source alternative to Schrödinger

🎯 Best for:Academic and industrial researchers building custom molecular ML models.

What is deepchem?

A Python-based library providing high-quality implementations of deep learning algorithms for the life sciences. It integrates with RDKit and PyTorch to streamline molecular modeling and property prediction.

Tech Stack
PythonChemistry & Materials

Why deepchem?

  • Extensive library of molecular featurizers
  • Support for multi-task learning
  • Large scientific community

Limitations

  • Steep learning curve
  • Dependency management complexity
  • Requires significant GPU resources
3/5/2026
Last Update
2,124
Forks
943
Issues
MIT
License
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Competitor Cost
-$1,440
/ year (est. based on Schrödinger)
Self-Hosted
$0
/ year
Team Size10 Users
150+
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