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deepchem

Provides DeepChem integration for molecular property prediction, drug discovery, and materials science. Includes data loaders for SMILES/SDF files, multiple featurization methods (fingerprints, graphs, descriptors), and pre-built models for ADMET/toxicity prediction. Offers workflow examples for GNNs, transfer learning, and molecule generation.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
15,473
Hot score
99
Updated
March 20, 2026
Overall rating
A8.2
Composite score
6.9
Best-practice grade
N/A

Install command

npx @skill-hub/cli install k-dense-ai-claude-scientific-skills-deepchem
molecular-machine-learningdrug-discoverychemistry-aignncheminformatics

Repository

K-Dense-AI/claude-scientific-skills

Skill path: scientific-skills/deepchem

Provides DeepChem integration for molecular property prediction, drug discovery, and materials science. Includes data loaders for SMILES/SDF files, multiple featurization methods (fingerprints, graphs, descriptors), and pre-built models for ADMET/toxicity prediction. Offers workflow examples for GNNs, transfer learning, and molecule generation.

Open repository

Best for

Primary workflow: Research & Ops.

Technical facets: Data / AI, Full Stack, Integration.

Target audience: AI/ML teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: K-Dense-AI.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install deepchem into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/K-Dense-AI/claude-scientific-skills before adding deepchem to shared team environments
  • Use deepchem for ai/ml workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

deepchem | SkillHub