AI Agent Skills

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

Message Passing Neural Networks for Molecule Property Prediction

Natural Gradient Boosting for Probabilistic Prediction

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

Bayesian modeling with PyMC 5: priors, likelihood, NUTS/ADVI sampling, diagnostics (R-hat, ESS), LOO/WAIC comparison, prediction. Hierarchical, logistic, GP variants; pr…