Alternatives and similar repositories for somap

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

• mackelab / gatsbi
  GATSBI: Generative Adversarial Training for Simulation-Based Inference
  ☆19Updated 2 years ago
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆19Updated last month
• NIFTy-PPL / NIFTy
  Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions
  ☆35Updated this week
• dfm / jpu
  JAX + Units
  ☆48Updated 3 weeks ago
• GalacticDynamics / coordinax
  Coordinates in JAX
  ☆25Updated last week
• JAXtronomy / spexial
  Special functions in Jax
  ☆15Updated 7 months ago
• smsharma / hierarchical-inference
  Hierarchical neural implicit inference over event ensembles. Code repository associated with https://arxiv.org/abs/2306.12584.
  ☆13Updated 2 years ago
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆35Updated 5 months ago
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated last week
• adonath / gmmx
  Gaussian Mixture Models in Jax
  ☆23Updated 2 months ago
• dfm-io / post--intro-to-numpyro
  ☆17Updated 2 years ago
• hftsoi / symbolfit
  Automatic parametric modeling with symbolic regression
  ☆56Updated 3 months ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆26Updated last year
• mackelab / neuralgbi
  Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…
  ☆11Updated 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
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆26Updated 3 years ago
• dodgebc / jaxkd
  Minimal JAX implementation of k-nearest neighbors using a k-d tree.
  ☆50Updated 2 months ago
• plcrodrigues / HNPE
  Repository with the code of "HNPE: Leveraging Global Parameters for Neural Posterior Estimation"
  ☆13Updated last year
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆33Updated 8 months ago
• MilesCranmer / python_citations
  Bibtex for various Python science and machine learning software
  ☆33Updated 2 years ago
• danielward27 / paramax
  A small library of paramaterizations and parameter constraints for PyTrees.
  ☆40Updated 4 months ago
• pnkraemer / probdiffeq
  Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…
  ☆53Updated 3 weeks ago
• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆70Updated 3 months ago
• pnkraemer / diffeqzoo
  A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…
  ☆16Updated last year
• IPL-UV / rbig
  Rotation-Based Iterative Gaussianization algorithm.
  ☆17Updated 2 years ago
• gradhep / relaxed
  Provides differentiable versions of common HEP operations and objectives.
  ☆25Updated 2 years ago
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆74Updated this week
• dfm / cv
  My CV
  ☆37Updated this week
• davidnabergoj / torchflows
  Modern normalizing flows in Python. Simple to use and easily extensible.
  ☆11Updated this week
• ASEM000 / kernex
  Stencil computations in JAX
  ☆71Updated 2 years ago