Maximum Likelihood Estimation Python Packages

reliability

Reliability engineering toolkit for Python - https://reliability.readthedocs.io/en/latest/

gibbus

Flexible analytic log-concave distributions fitted by maximum likelihood, with support-aware modeling and optional mixtures for multimodal data.

fisher-scoring

A Python implementation of the Fisher Scoring algorithm

pymle-diffusion

Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)

ppca-rs

Python+Rust implementation of the Probabilistic Principal Component Analysis model

qst

A public Python package to perform quantum state tomography through maximum likelihood estmation

tgmm

tgmm: A Gaussian Mixture Model based on Expectation-Maximisation implemented with PyTorch

stochastic-frontier-analysis

Stochastic Frontier Analysis with Python. ML and Bayesian estimation.

sparklen

A statistical learning toolkit for high-dimensional Hawkes processes in Python

sengbao-mle

翻新的最大似然估计框架 copied and renewed maximum likelihood estimation package

multigaussampler

Sampling from a Maximum-Likelihood fitted Multi-Gaussian distribution in TensorFlow 2.1