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Probabilistic Models Python Packages

Python packages with the GitHub topic probabilistic-models. Sorted by relevance, with stars and monthly downloads.
Nixtla
hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

300K 742 97
TommasoBelluzzo
pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18
StochasticTree
stochtree

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

7K 75 16
lycosystem
lymph-model

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

2K 5 5
freesurfer
samseg

Sequence Adaptive Multimodal SEGmentation (SAMSEG)

785 18 11
eeghor
mta

Multi-Touch Attribution

403 129 36
forshaur
adyant

Markov chain URL wordlist generator for security research and fuzzing pipelines

319 2 1
deeprob-org
deeprob-kit

A Python Library for Deep Probabilistic Modeling

309 63 10
blei-lab
treeffuser

Probabilistic predictions for tabular data, using diffusion models and decision trees.

270 56 10
ramsey-devs
ramsey

Probabilistic deep learning using JAX

222 15 2
arnaud-ma
first-passage-percolation-sim

Simulations of the first passage percolation on the square lattice

215 0 0
jmaces
torch-adf

PyTorch implementation of Assumed Density Filtering (ADF) based probabilistic neural networks

213 3 0
mauricelanghinrichs
memocell

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

198 1 1
jmaces
keras-adf

Tensorflow/Keras implementation of Assumed Density Filtering (ADF) based probabilistic neural networks

134 14 2
shadowboxingskills
ppchain

Your probabilistic modeling open source copilot

67 2 1
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