Mle Python Packages

frouros

Frouros: an open-source Python library for drift detection in machine learning systems.

dirichlet

Dirichlet MLE python library

pymle-diffusion

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

lossmodels

Severity and frequency fitting and aggregate loss distributions: transformed beta and gamma catalogs, truncation- and censoring-aware MLE, FFT and Panjer.

mle-agent

🤖 MLE-Agent: Your intelligent companion for seamless AI engineering and research. 🔍 Integrate with arxiv and paper with code to provide better code/research plans 🧰 OpenAI, Anthropic, Gemini, Ollama, etc supported. :fireworks: Code RAG

bivpoispy

Bivariate Poisson distribution for Python

multibind

A Python package for building thermodynamically consistent state graphs.

actudist

Python library for P&C loss distributions: severity and frequency families, MLE fitting, layer statistics, goodness-of-fit. pip install actudist

symlik

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

sengbao-mle

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