skills/claude-scientific-skills
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Fix descriptions to adhere to character limits

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Timothy Kassis
2025-10-21 09:33:30 -07:00
parent 163d6b9d6b
commit 32109101d0
83 changed files with 83 additions and 83 deletions
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scientific-packages/deepchem/SKILL.md
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---
name: deepchem
description: "DeepChem toolkit for molecular machine learning, drug discovery, and materials science. Use for: molecular property prediction (solubility, toxicity, ADMET, binding affinity, drug-likeness), molecular featurization (fingerprints, descriptors, graph representations), graph neural networks (GCN, GAT, MPNN, AttentiveFP, DMPNN), MoleculeNet benchmark datasets (Tox21, BBBP, Delaney, HIV, ClinTox, FreeSolv, Lipophilicity), transfer learning with pretrained models (ChemBERTa, GROVER, MolFormer), materials property prediction (crystal structures, bandgap, formation energy), protein/DNA sequence analysis, molecular data loading (SMILES, SDF, FASTA), scaffold-based data splitting, molecular generation, hyperparameter optimization, model evaluation and comparison, custom model integration, and end-to-end drug discovery workflows."
description: "Molecular machine learning toolkit. Property prediction (ADMET, toxicity), GNNs (GCN, MPNN), MoleculeNet benchmarks, pretrained models, featurization, for drug discovery ML."
---
# DeepChem