Predict molecular properties and model proteins using PyTorch graph neural networks.
npx skills add https://github.com/robinbarvaag/poynt --skill torchdrug-robinbarvaag
Please help me install this Agent Skill. Skill: torchdrug Source: https://github.com/robinbarvaag/poynt/tree/main/.github/skills/torchdrug Command: npx skills add https://github.com/robinbarvaag/poynt --skill torchdrug-robinbarvaag
This Skill streamlines complex tasks in drug discovery and molecular science by providing a powerful, flexible toolkit for machine learning on chemical and biological data.
Use the torchdrug skill to predict molecular properties using the BBBP dataset.
High-intent search queries and answers about installing and using this skill.
Predict molecular properties like ADMET by applying graph neural networks to chemical structural data. This process enables machine learning models to map molecular graphs directly to biological activities and solubility metrics.
PyTorch facilitates protein modeling by analyzing protein sequences and structures to predict biological functions. It applies specialized algorithms to extract structural features for functional inference.
Discover drug repurposing relationships by performing knowledge graph reasoning on biomedical data. This technique identifies hidden connections between drugs and diseases within complex biomedical networks.
Generate novel molecules and plan retrosynthesis by leveraging machine learning algorithms on molecular data. This technique designs new chemical structures and calculates viable synthesis pathways.
Yes, blood-brain barrier penetration prediction is supported using molecular structure data. It processes chemical structures to predict BBBP metrics for potential drug candidates.
Lord1EgyptTrain graph neural networks for molecular property prediction on chemical datasets.
InternScienceGenerate novel SMILES strings with optional Lipinski and preset filtering using REINVENT4 de novo model.
Yezez9Develop custom GNN architectures for molecular and protein data analysis with PyTorch.
jackspaceQuery PubChem compound records and retrieve molecular properties via PubChemPy or PUG-REST.
