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…/alterlab-academic-skills/alterlab-torchdrug
home/skills/alterlab-ieu/alterlab-academic-skills/alterlab-torchdrug
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alterlab-torchdrug

byalterlab-ieu· 90 skills

Installs

53

Stars

52

Forks

7

Category

Machine Learning & AI

View on GitHub

TL;DR

Builds PyTorch-native graph neural networks with TorchDrug for molecules and proteins, exposing custom GNN architectures, task/dataset abstractions, molecular generation, retrosynthesis planning, and knowledge-graph reasoning. Use when developing custom graph model layers, predicting protein properties from sequence or structure, or building retrosynthesis and drug-repurposing pipelines; for ready-made featurizers, MoleculeNet benchmarks, and pre-trained models with less code prefer alterlab-deepchem. Part of the AlterLab Academic Skills suite.

How to install alterlab-torchdrug?

alterlab-ieu/alterlab-academic-skills/alterlab-torchdrug
$npx -y skills add alterlab-ieu/alterlab-academic-skills --skill alterlab-torchdrug

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Use this skill

Run `npx skills use "https://github.com/alterlab-ieu/alterlab-academic-skills" --skill "alterlab-ieu/alterlab-academic-skills/alterlab-torchdrug"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.

Use the whole pack

Use the skills in "https://github.com/alterlab-ieu/alterlab-academic-skills" that are relevant to the current task. Run `npx skills add "https://github.com/alterlab-ieu/alterlab-academic-skills"` and select the relevant skills, then follow their instructions.

Preview

alterlab-ieu/alterlab-academic-skillsalterlab-ieu/alterlab-academic-skills

$ npx -y skills add alterlab-ieu/alterlab-academic-skills --skill alterlab-torchdrug

▸ installing to .claude/skills…

✓ alterlab-torchdrug ready

Repoalterlab-ieu/alterlab-academic-skills
TypeSkills
CategoryMachine Learning & AI
ForResearcher
UpdatedJul 2026
License—
First seenJul 26, 2026

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