Alternatives and similar repositories for NIFTy

Users that are interested in NIFTy are comparing it to the libraries listed below

• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆75Updated 2 months ago
• flatironinstitute / jax-finufft
  JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library
  ☆106Updated last week
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆22Updated last month
• dodgebc / jaxkd
  Minimal JAX implementation of k-nearest neighbors using a k-d tree.
  ☆50Updated 4 months ago
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆73Updated this week
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆41Updated 2 weeks ago
• JAXtronomy / spexial
  Special functions in Jax
  ☆15Updated 9 months ago
• DifferentiableUniverseInitiative / jaxDecomp
  JAX bindings for the NVIDIA cuDecomp library
  ☆49Updated last month
• dfm / jpu
  JAX + Units
  ☆48Updated last week
• danielward27 / paramax
  A small library of paramaterizations and parameter constraints for PyTrees.
  ☆47Updated 7 months ago
• GalacticDynamics / unxt
  Unitful Quantities in JAX
  ☆47Updated 3 weeks ago
• astro-informatics / s2fft
  S2FFT: Differentiable and accelerated spherical transforms
  ☆208Updated last week
• ASEM000 / kernex
  Stencil computations in JAX
  ☆71Updated 3 weeks ago
• adonath / gmmx
  Gaussian Mixture Models in Jax
  ☆23Updated 4 months ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆26Updated last year
• pnkraemer / matfree
  Matrix-free linear algebra in JAX.
  ☆152Updated last week
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆75Updated this week
• f0uriest / orthax
  Orthogonal polynomials with JAX
  ☆26Updated this week
• pfackeldey / evermore
  differentiable (binned) likelihoods with JAX
  ☆24Updated last week
• smsharma / hierarchical-inference
  Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.
  ☆13Updated 2 years ago
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆218Updated 5 months ago
• astro-informatics / s2wav
  Differentiable and accelerated wavelet transform on the sphere with JAX
  ☆24Updated 6 months ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated this week
• patrick-kidger / action_update_python_project
  Github Action to: Check version / Test / git tag / GitHub Release / Deploy to PyPI
  ☆20Updated 2 months 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.
  ☆61Updated 2 years ago
• v0lta / Jax-Wavelet-Toolbox
  Differentiable and gpu enabled fast wavelet transforms in JAX.
  ☆47Updated last year
• dingo-gw / flow-matching-posterior-estimation
  ☆30Updated 2 years ago
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆20Updated last year
• smsharma / jax-conditional-flows
  Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.
  ☆20Updated last year