Python Probabilistic-forecasting Resources

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Python probabilistic-forecasting Libraries

Fast, flexible and easy to use probabilistic modelling in Python.
Fast, flexible and easy to use probabilistic modelling in Python.

Please consider citing the JMLR-MLOSS Manuscript if you've used pomegranate in your academic work! pomegranate is a package for building probabilistic

Jacob Schreiber 3k Dec 29, 2022
aka
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Bayesian Methods for Hackers Using Python and PyMC The Bayesian method is the natural approach to inference, yet it is hidden from readers behind chap

Cameron Davidson-Pilon 25.1k Jan 2, 2023

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probabilistic-forecasting probabilistic-graphical-models probabilistic-programming probabilistic-data-analysis probabilistic-modeling probabilistic-models probabilistic-road-map diffusion-probabilistic probabilistic-label-trees probabilistic-machine-learning probabilistic-machine-learning probabilistic-unet probabilistic-circuits probabilistic-soft-logic probabilistic-inference forecasting forecasting-models weather-forecasting time-series-forecasting timeseries-forecasting