Alternatives and similar repositories for pd4ml

Users that are interested in pd4ml are comparing it to the libraries listed below

• madminer-tool / madminer
  Machine learning–based inference toolkit for particle physics
  ☆87Updated 9 months ago
• lukasheinrich / pyhep2020-autodiff-tutorial
  ☆33Updated 4 years ago
• thaler-lab / EnergyFlow
  Python package for the EnergyFlow suite of tools.
  ☆42Updated 2 weeks ago
• madjax-hep / madjax
  madjax
  ☆14Updated 9 months ago
• lukasheinrich / MLHEP-pyprob
  Tutorial Code for MLHEP pyprob
  ☆18Updated 2 years ago
• undark-lab / swyft
  A system for scientific simulation-based inference at scale.
  ☆164Updated last year
• flatironinstitute / jax-finufft
  JAX bindings to the Flatiron Institute Non-uniform Fast Fourier Transform (FINUFFT) library
  ☆100Updated 2 weeks ago
• DifferentiableUniverseInitiative / jax_cosmo
  A differentiable cosmology library in JAX
  ☆210Updated 2 months ago
• f0uriest / quadax
  Numerical quadrature with JAX
  ☆67Updated 2 weeks 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
• thoglu / jammy_flows
  A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…
  ☆44Updated 5 months ago
• Joshuaalbert / jaxns
  Probabilistic Programming and Nested sampling in JAX
  ☆202Updated 2 weeks ago
• hftsoi / symbolfit
  Automatic parametric modeling with symbolic regression
  ☆54Updated last month
• iris-hep / awesome-hep
  A curated list of awesome high energy and particle physics software.
  ☆57Updated 3 years ago
• pfackeldey / evermore
  differentiable (binned) likelihoods with JAX
  ☆23Updated this week
• homerjed / sbiax
  Fast, lightweight and parallelised simulation-based inference in JAX.
  ☆18Updated 2 weeks ago
• dingo-gw / dingo
  Dingo: Deep inference for gravitational-wave observations
  ☆95Updated 3 weeks ago
• DifferentiableUniverseInitiative / jaxDecomp
  JAX bindings for the NVIDIA cuDecomp library
  ☆39Updated 2 months ago
• DeepLearningForPhysicsResearchBook / deep-learning-physics
  This project contains additional material for the textbook Deep Learning for Physics Research by Martin Erdmann, Jonas Glombitza, Gregor …
  ☆67Updated 2 weeks ago
• HDembinski / jacobi
  Numerical derivatives for Python
  ☆46Updated last week
• JAXtronomy / spexial
  Special functions in Jax
  ☆15Updated 5 months ago
• gradhep / relaxed
  Provides differentiable versions of common HEP operations and objectives.
  ☆25Updated last year
• fjosw / pyerrors
  Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.
  ☆48Updated 2 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
• madgraph5 / madgraph4gpu
  GPU development for the Madgraph5_aMC@NLO event generator software package
  ☆30Updated last week
• kazewong / jim
  Gravitational-wave data analysis tools in Jax
  ☆74Updated last week
• MadAnalysis / madanalysis5
  A package for event file analysis and recasting of LHC results
  ☆23Updated last week
• DifferentiableUniverseInitiative / flowpm
  Particle Mesh simulation in TensorFlow
  ☆91Updated 2 years ago
• NIFTy-PPL / NIFTy
  Probabilistic programming framework for signal inference algorithms that operate regardless of the underlying grids and their resolutions
  ☆34Updated 2 weeks ago
• dfm / jpu
  JAX + Units
  ☆48Updated 2 weeks ago