alterlab-deepchem
CommunityEnd-to-end molecular ML with DeepChem.
AuthorAlterLab-IEU
Version1.0.0
Installs0
System Documentation
What problem does it solve?
DeepChem provides a comprehensive toolkit for applying machine learning to chemistry, materials science, and biology, reducing the complexity of building molecular ML pipelines.
Core Features & Use Cases
- Diverse featurizers (fingerprints, graph-based, and pretrained representations) for rapid model prototyping.
- MoleculeNet benchmarks and transfer-learning workflows enabling quick evaluation and deployment on chemical datasets.
- End-to-end experimentation support, including data loading, splitting, transformation, model training, and evaluation.
Quick Start
Run a quick experiment by loading a MoleculeNet dataset with a graph featurizer and training a GCN model.
Dependency Matrix
Required Modules
deepchem
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: alterlab-deepchem Download link: https://github.com/AlterLab-IEU/AlterLab-Academic-Skills/archive/main.zip#alterlab-deepchem Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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