AcademyRulesData and reporting

PyTorch and scikit-learn for chemistry ML

Data teams building machine learning models on chemical data who want consistent, reproducible code from their AI editor.

  • Recommendedour rating
  • 40,892repository stars
  • CC0-1.0licence
  • 4 months agolast update
mkdir -p .cursor/rules && curl -fsSL https://raw.githubusercontent.com/PatrickJS/awesome-cursorrules/main/rules/pytorch-scikit-learn-cursorrules-prompt-file.mdc -o .cursor/rules/pytorch-scikit-learn.mdc
pytorch-scikit-learn.mdc

Loading the file...

What it does

A Cursor rules file that sets the assistant up as a Python machine learning expert for chemistry. It covers scikit-learn for classic models, PyTorch for deep learning, chemical data handling with RDKit or OpenBabel, data splitting, and model validation.

Use cases

  1. 01Build a model on molecular fingerprints
  2. 02Split chemical data by structural similarity
  3. 03Tune and validate a regression or classifier

Questions about
PyTorch and scikit-learn for chemistry ML.

What is PyTorch and scikit-learn for chemistry ML used for?

Data teams building machine learning models on chemical data who want consistent, reproducible code from their AI editor. A Cursor rules file that sets the assistant up as a Python machine learning expert for chemistry. It covers scikit-learn for classic models, PyTorch for deep learning, chemical data handling with RDKit or OpenBabel, data splitting, and model validation.

How do I install PyTorch and scikit-learn for chemistry ML?

Run this in your terminal: mkdir -p .cursor/rules && curl -fsSL https://raw.githubusercontent.com/PatrickJS/awesome-cursorrules/main/rules/pytorch-scikit-learn-cursorrules-prompt-file.mdc -o .cursor/rules/pytorch-scikit-learn.mdc

Is PyTorch and scikit-learn for chemistry ML open source?

Yes. The code is on GitHub (PatrickJS/awesome-cursorrules) under the CC0-1.0 licence.

Is PyTorch and scikit-learn for chemistry ML safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.