Maximum Likelihood Python Packages

lifelines

Survival analysis in Python

1.7M 3K 585

cogent3

Comparative Genomics Toolkit 3

11K 139 68

fastwoe

Fast Weight of Evidence (WOE) Encoding and Inference

2K 23 3

pastml

Ancestral character reconstruction and visualisation for rooted phylogenetic trees

2K 42 8

greenwood

Modern survival analysis for Python.

844 23 3

pymle-diffusion

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

821 59 13

scientificfitting

Scientific fitting for Julia with explicit uncertainties, diagnostics, profiles, and Makie plots.

537 8 0

ab12phylo

AB12PHYLO: An integrated easy-to-use pipeline for ML phylogenetic tree inference

536 5 3

ppca-rs

Python+Rust implementation of the Probabilistic Principal Component Analysis model

461 36 2

jump-diffusion-estimation

Functions to work with Jump-Diffusion processes

174 0 0

symlik

Symbolic Likelihood Models for Statistical Inference - MLE, standard errors, confidence intervals, hypothesis tests with automatic differentiation

80 0 0

autolik

Provide the automatic differentiation for Likelihood maximization routine

66 3 1

dsgekit

A Python toolkit for DSGE modeling: parse model files, solve linear and nonlinear systems, run simulation and estimation workflows, and perform policy/welfare analysis.

54 2 0