Log Likelihood Python Packages

pybads

PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python

surprisal

A unified interface for computing surprisal (log probabilities) from language models! Supports neural, symbolic, and black-box API models.

stat-analysis

python module, showcasing computation (as part of a learning process) of some common statistical methods including mininum sample size, confidence interval estimation methods for mean or proportion, hypothesis testing mehods and regression models witth metrics and test suites