Alternatives and similar repositories for post--intro-to-numpyro

Users that are interested in post--intro-to-numpyro are comparing it to the libraries listed below

• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated 2 weeks ago
• beckermr / shape-measurement-tutorials
  tutorials on shape measurement
  ☆10Updated 3 years ago
• h3jia / bayesfast
  Next generation Bayesian analysis tools for efficient posterior sampling and evidence estimation.
  ☆27Updated 2 years ago
• prob-ml / bliss
  Bayesian Light Source Separator
  ☆44Updated this week
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆57Updated last month
• dfm / Ganymede
  Run Jupyter Lab as a desktop application
  ☆14Updated 5 years ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆25Updated last year
• dpiras / cosmopower-jax
  Differentiable cosmological emulators: the JAX version of CosmoPower
  ☆40Updated last month
• JoeriHermans / constraining-dark-matter-with-stellar-streams-and-ml
  Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.
  ☆18Updated 2 years ago
• smsharma / sbi-lecture-mit
  Notebook to go along with a lecture for the MIT course 8.16: Data Science in Physics on neural simulation-based inference.
  ☆58Updated last year
• GalacticDynamics / coordinax
  Coordinates in JAX
  ☆24Updated last month
• Smith42 / astroPT
  Transformer based foundation model for astronomy
  ☆34Updated this week
• CosmoStat / jax-lensing
  A JAX package for weak gravitational lensing
  ☆35Updated last year
• rhayes777 / PyAutoFit
  PyAutoFit: Classy Probabilistic Programming
  ☆64Updated this week
• jwuphysics / galaxy-autoencoders
  Autoencoders for galaxies
  ☆11Updated 4 years ago
• dfm / numpyro-ext
  A miscellaneous set of helper functions, custom distributions, and other utilities that I find useful when using NumPyro in my work
  ☆24Updated 6 months ago
• tingyuansen / deep-potential
  ☆16Updated 4 years ago
• tlmakinen / cosmicGraphs
  Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202
  ☆13Updated last year
• htjb / margarine
  Code to replicate posterior probability distributions with bijectors/KDEs and perform marginal KL/bayesian dimensionality calculations.
  ☆13Updated 6 months ago
• mthiboust / somap
  A flexible, fast and scalable python library for Self-Organizing Maps
  ☆15Updated last year
• DifferentiableUniverseInitiative / GalFlow
  A TensorFlow reimplementation of GalSim
  ☆10Updated 3 years ago
• esheldon / metadetect
  Library for meta-detection, combining detection and metacalibration
  ☆12Updated this week
• minaskar / pocomc
  pocoMC: A Python implementation of Preconditioned Monte Carlo for accelerated Bayesian Computation
  ☆104Updated 2 months ago
• hsimonfroy / benchmark-field-level
  Benchmarking field-level cosmological inference from galaxy surveys.
  ☆11Updated 3 weeks ago
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated 9 months ago
• DifferentiableUniverseInitiative / JaxPM
  JAX-powered Cosmological Particle-Mesh N-body Solver
  ☆52Updated last month
• VMBoehm / MADLens
  a differentiable lensing simulator
  ☆10Updated 3 years ago
• dfm / jpu
  JAX + Units
  ☆48Updated 3 months ago
• florent-leclercq / Bayes_InfoTheory
  Lectures on Bayesian statistics and information theory
  ☆31Updated 2 months ago