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Maximum Likelihood Python Packages

Python packages with the GitHub topic maximum-likelihood. Sorted by relevance, with stars and monthly downloads.
CamDavidsonPilon
lifelines

Survival analysis in Python

2.5M 3K 566
cogent3
cogent3

Comparative Genomics Toolkit 3

23K 135 67
evolbioinfo
pastml

Ancestral character reconstruction and visualisation for rooted phylogenetic trees

2K 39 7
xRiskLab
fastwoe

Fast Weight of Evidence (WOE) Encoding and Inference

1K 22 3
jkirkby3
pymle-diffusion

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

862 58 13
lkndl
ab12phylo

Integrated pipeline for ML phylogenetic inference from ABI trace and FASTA data

862 3 3
FindHotel
ppca-rs

Python+Rust implementation of the Probabilistic Principal Component Analysis model

594 36 2
7lang2yan
autolik

Provide the automatic differentiation for Likelihood maximization routine

123 3 1
queelius
symlik

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

122 0 0
gustavovargas
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.

95 1 0
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