Probabilistic Python Packages

orbit-ml

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

voxelmorph

Unsupervised Learning for Image Registration

uqpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

tablespoon

🥄✨Time-series Benchmark methods that are Simple and Probabilistic

pytorchts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

prob-conf-mat

Confusion matrices with uncertainty quantification, experiment aggregation and significance testing.

fastbloomfilter

A pure, simple and fast pythonic bloom filter

causal-field

Gaussian resource-contention fields for multi-agent coordination

marmo

Markov-like processes as one recursion over a belief algebra and a semiring: HMM, HSMM, Kalman, and particle inference behind a decidable engine dispatch.

torchpropel

Official PyTorch implementation for "PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks"