Probabilistic Python Packages

orbit-ml

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

pyresin

Reactive and asynchronous probabilistic logic programming and model counting.

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.

pytorchts

PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

tablespoon

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

fastbloomfilter

A pure, simple and fast pythonic bloom filter

prob-conf-mat

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

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.

causal-field

Gaussian resource-contention fields for multi-agent coordination

torchpropel

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