edwarddramirez/sparse-tinygp

Bayesian inference using sparse gaussian processes from tinygp. Examples include 1D and 2D implementation.

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felipeangelimvieira/prophetverse

A multiverse of Prophet models for timeseries

Language: Python - Size: 28.1 MB - Last synced: 3 days ago - Pushed: 4 days ago - Stars: 17 - Forks: 1

edwarddramirez/derivative-tinygp

Summary notebooks using derivative gaussian processes with tinygp. We implement a 2D derivative gaussian process and successfully use derivatives to regularize SVI fits with a gaussian process model..

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compmem/spamr

Mixture regression models for NumPyro.

Language: Python - Size: 121 KB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0

compmem/cognax

Build, fit, and sample from cognitive models with JAX + NumPyro.

Language: Python - Size: 240 KB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 1 - Forks: 0

beekill95/numpyro-doing-bayesian

My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.

Language: Python - Size: 190 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 6 - Forks: 1

theosanderson/chronumental

Estimating time trees from very large phylogenies

Language: Python - Size: 2.47 MB - Last synced: 18 days ago - Pushed: 7 months ago - Stars: 24 - Forks: 4

wcxve/elisa

An efficient library for spectral analysis in high-energy astrophysics.

Language: Python - Size: 3.99 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 1

phuijse/BLNNbook

Bayesian Learning and Neural Networks (jupyter book sources)

Language: Jupyter Notebook - Size: 47.3 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 49 - Forks: 7

vbprojects/ukraine_war_sentiment

Measuring how events shape discourse on twitter surrounding the Ukraine War in 2022 using piecewise exponential decay models.

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ramsey-devs/ramsey

Probabilistic deep learning using JAX

Language: Python - Size: 2.32 MB - Last synced: 14 days ago - Pushed: 3 months ago - Stars: 11 - Forks: 2

probml/pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Language: Jupyter Notebook - Size: 4.88 GB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 6,144 - Forks: 1,463

twkillian/nonstationary_contextual_bandits

Repo for course CSC2558: "Intelligent Adaptive Interventions" project in nonstationary contextual bandits.

Language: Python - Size: 634 KB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 2

smsharma/deep-prob-prog-tutorials

Tutorials for the 2022 IAIFI Summer School, covering (deep) probabilistic programming with Jax and NumPyro.

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jaredxfeng/rethinking

Statistical rethinking by Richard McElreath. Learning notes, code port to PyMC (mainly for MCMC) v5 & Numpyro (mainly for `quap`).

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symeneses/SBM

Scalable Bayesian Modelling: A comparison

Language: Jupyter Notebook - Size: 219 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

mtcairneyleeming/slurm-template

A basic example to run ML code on SLURM (specifically Oxford's ARC systems) in a organised fashion

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mmyros/bayes-window

Pretty, easy, flexible Bayesian estimation with data overlay

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tallamjr/bap-numpyro

Bayesian Analysis in Python (2nd ed.) with Numpyro

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dirknbr/numpyro-examples

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nolanbconaway/shabadoo

Very easy Bayesian regression.

Language: Python - Size: 1.76 MB - Last synced: 17 days ago - Pushed: over 3 years ago - Stars: 3 - Forks: 1

fehiepsi/notebooks

my collection of notebooks from issues, pull requests, forum

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