numpyro

There are 2 repositories under numpyro topic.

• probml / pyprobml

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

  blackjaxcolabflaxjaxjupyter-notebooksmachine-learningnumpyropmlprobabilistic-programmingpymc3pyropytorchtensorflow
  Language:Jupyter Notebook 6296

• phuijse / BLNNbook

  Bayesian Learning and Neural Networks (jupyter book sources)

  neural-networksbayesian-modelsapproximate-bayesian-inferencedeep-learningnumpyropytorch
  Language:Jupyter Notebook 49

• theosanderson / chronumental

  Estimating time trees from very large phylogenies

  jaxnumpyrophylogeneticstimetree
  Language:Python 24

• felipeangelimvieira / prophetverse

  A multiverse of Prophet models for timeseries

  hierarchical-time-seriesnumpyroprophettimeseries-forecastingsktime
  Language:Python 17

• ramsey-devs / ramsey

  Probabilistic deep learning using JAX

  jaxbayesian-inferenceprobabilistic-modelspythonneural-processesflaxnumpyro
  Language:Python 11

• beekill95 / numpyro-doing-bayesian

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

  bayesian-data-analysisbayesian-inferencedbda2ehierarchical-modelskruschkemcmcnumpyroprobabilistic-programming
  Language:Python 6

• smsharma / deep-prob-prog-tutorials

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

  mcmcpplprobabilistic-programmingtutorialtutorialsvariational-inferencejaxnumpyropyro
  Language:Jupyter Notebook 6

• symeneses / SBM

  Scalable Bayesian Modelling: A comparison

  bayesian-inferencenumpyropymcblackjack
  Language:Jupyter Notebook 6

• wcxve / elisa

  Efficient library for spectral analysis in high-energy astrophysics.

  spectral-analysispythonastrophysicsastronomyjaxnumpyroelisa
  Language:Python 6

• 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..

  derivativesgaussian-processesnumpyroreference-codesparse-gaussian-processessvitinygptutorial
  Language:Jupyter Notebook 4

• nolanbconaway / shabadoo

  Very easy Bayesian regression.

  pythonbayesian-inferencebayesian-statisticsregressionmcmcjaxnumpyro
  Language:Python 3

• twkillian / nonstationary_contextual_bandits

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

  contextual-banditsnon-stationary-environmentthompson-samplingbayesian-linear-regressionnumpyro
  Language:Python 2

• compmem / cognax

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

  cognitive-sciencejaxmodeling-toolsnumpyro
  Language:Python 1

• compmem / spamr

  Mixture regression models for NumPyro.

  jaxmixture-modelsmodeling-toolsnumpyro
  Language:Python 1

• fehiepsi / notebooks

  my collection of notebooks from issues, pull requests, forum

  pyropytorchnumpyrojax
  Language:Jupyter Notebook 1

• jaredxfeng / rethinking

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

  bayesian-statisticscausal-inferencelearning-by-doingpymcnumpyro
  Language:Jupyter Notebook 1
• bayes-window

  mmyros / bayes-window

  Pretty, easy, flexible Bayesian estimation with data overlay

  numpyroaltairbayesian-inferenceinferential-statisticsstatistics
  Language:Jupyter Notebook 0

• dirknbr / numpyro-examples

  bayesiannumpyro
  Language:Jupyter Notebook

• mtcairneyleeming / slurm-template

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

  jaxnumpyropytorchslurm
  Language:Jupyter Notebook

• tallamjr / bap-numpyro

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

  numpyrovariational-inferencelaplace-approximationbayesian-inferencebayesian-data-analysismarkov-chain-monte-carlo
  Language:Jupyter Notebook

• vbprojects / ukraine_war_sentiment

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

  big-datadasknlpnumpyropandasprobabilistic-programmingpython
  Language:Jupyter Notebook