Poisson Python Packages

glum

High performance Python GLMs with all the features!

point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

bayesbin

Exact Bayesian binning of rates: piecewise-constant rates with error bars, change points and the evidence for every number of bins, summed over all segmentations (Endres, Oram, Schindelin & Földiák 2008). NumPy/SciPy, optional numba.

replay-classification

State space models for categorization of replay content from multiunit spiking activity. Deng et al. 2016

nano-negf

A Python framework for the self-consistent solution of 1D Non-Equilibrium Green's Function (NEGF) and Poisson equations for nanowire (nano device) ballistic structures.

bivpoispy

Bivariate Poisson distribution for Python

fast-poisson-solver

The Poisson equation is an integral part of many physical phenomena, yet its computation is often time-consuming. This module presents an efficient method using physics-informed neural networks (PINNs) to rapidly solve arbitrary 2D Poisson problems.

promethium

Library for calculating statistical distributions, written in pure Python with zero dependencies.

poisson-etest

A poisson e-test for python.

insurance-poisson-mixture-nn

Neural Poisson mixture for structural zero-claimers — PM-DNN, reparameterised constraint, pi(x) at-risk score