Alternatives and similar repositories for flow-matching-posterior-estimation

Users that are interested in flow-matching-posterior-estimation are comparing it to the libraries listed below

• martin-marek / mini-hmc-jax
  A simple implementation of Hamiltonian Monte Carlo in JAX.
  ☆21Updated last year
• Pablo-Lemos / GGNS
  Gradient Based Nested Sampling
  ☆20Updated last year
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆58Updated 3 months ago
• dirmeier / sbijax
  Simulation-based inference in JAX
  ☆34Updated 5 months ago
• probabilists / lampe
  Likelihood-free AMortized Posterior Estimation with PyTorch
  ☆130Updated last year
• justinalsing / pydelfi
  Density Estimation Likelihood-Free Inference with neural density estimators and adaptive acquisition of simulations
  ☆110Updated 2 years ago
• modichirag / GSM-VI
  Code for Gaussian Score Matching Variational Inference
  ☆35Updated 6 months ago
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• mackelab / simformer
  Combination of transformers and diffusion models for flexible all-in-one simulation-based inference
  ☆70Updated 2 months ago
• uofgravity / glasflow
  Normalising flows implemented using nflows
  ☆27Updated 11 months ago
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆32Updated 2 years ago
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆74Updated last month
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆18Updated last month
• mj-will / nessai
  nessai: Nested Sampling with Artificial Intelligence
  ☆41Updated this week
• NiallJeffrey / MomentNetworks
  Demonstration of MomentNetworks for high-dimensional probability density estimation (LFI)
  ☆15Updated 3 years ago
• sbi-dev / pyknos
  Conditional density estimation with neural networks
  ☆33Updated 8 months ago
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last month
• smsharma / awesome-neural-sbi
  Community-sourced list of papers and resources on neural simulation-based inference.
  ☆126Updated 4 months ago
• JAXtronomy / spexial
  Special functions in Jax
  ☆15Updated 6 months ago
• luciapapalini / kenn-gw-transformer
  KENN - A Transformer Encoder for Gravitational Waves
  ☆10Updated last month
• lollcat / fab-jax
  Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.
  ☆11Updated last year
• sbi-benchmark / sbibm
  Simulation-based inference benchmark
  ☆100Updated 7 months ago
• biweidai / SINF
  Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)
  ☆37Updated 2 years ago
• hoyc1 / bilby_lisa
  ☆12Updated 6 months ago
• francois-rozet / inox
  Stainless neural networks in JAX
  ☆34Updated 2 weeks ago
• montefiore-institute / balanced-nre
  Code for the paper "Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation".
  ☆14Updated 2 years ago
• JakobRobnik / MicroCanonicalHMC
  MCHMC: sampler from an arbitrary differentiable distribution
  ☆74Updated 4 months ago
• NIFTy-PPL / JAXbind
  Bind any function written in another language to JAX with support for JVP/VJP/batching/jit compilation
  ☆73Updated 4 months ago
• kazewong / flowMC
  Normalizing-flow enhanced sampling package for probabilistic inference in Jax
  ☆248Updated last month
• albcab / fmx
  Conditional Flow Matching using JAX
  ☆13Updated 2 years ago