Gaussian Process

Crop Yield PredictionPython

Deep learning models for crop yield prediction using remote sensing data, with CNN/LSTM and Gaussian Process approaches.

tinygpPython

An extremely lightweight Gaussian Process library for Python built on JAX with GPU acceleration and automatic differentiation.

bayexPython

A lightweight Bayesian optimization library built on JAX for efficient optimization of expensive-to-evaluate functions.

bayesoPython

A simple yet essential Python framework for Bayesian optimization, enabling efficient hyperparameter tuning and black-box function optimization.

sklearn-jax-kernelsPython

Composable kernels for scikit-learn implemented in JAX, enabling faster kernel computations and automatic differentiation.

SKBELPython

SKBEL - Bayesian Evidential Learning framework built on top of scikit-learn.