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hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

stochtree

Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference

pydtmc

A library for discrete-time Markov chains analysis.

lymph-model

Python package for statistical modelling of lymphatic metastatic spread in head & neck cancer.

samseg

Sequence-Adaptive Multimodal SEGmenation (SAMSEG)

mta

Multi-Touch Attribution

adyant

Intelligent wordlist generator for URL discovery | No matter how big a wordlist is, it's usually top-n segments from that wordlist that get you what you're looking for. adyant helps you look for those rare paths without creating much noise. Quickly. | Based on Markov chain

ramsey

Probabilistic deep learning using JAX

treeffuser

Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion models.

memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

first-passage-percolation-sim

Simulations of the first passage percolation on the square lattice

deeprob-kit

A Python Library for Deep Probabilistic Modeling

torch-adf

Assumed Density Filtering (ADF) Probabilistic Networks

keras-adf

Assumed Density Filtering (ADF) Probabilistic Networks

ppchain

Your probabilistic modeling open source copilot