Alternatives and similar repositories for ml-for-the-sciences

Users that are interested in ml-for-the-sciences are comparing it to the libraries listed below

• taka-tanaka-zz / astronomy-to-data-science
  resources for transitioning from academic astronomy to industry data science
  ☆49Updated 4 years ago
• KIPAC / StatisticalMethods
  Course notes and resources for Stanford University graduate course PHYS366: Statistical Methods in Astrophysics
  ☆116Updated 8 months ago
• kmzzhang / nbi
  Package for Neural Posterior Estimation and Importance Sampling focused on Astronomical Applications
  ☆39Updated 4 months ago
• dfm / araa-gps
  Souce code for our ARA&A review of Gaussian process regression for astronomical time-series
  ☆32Updated 4 months ago
• wangbingjie / sbi_pp
  Simulation-based (likelihood-free) inference customized for astronomical applications
  ☆29Updated 8 months ago
• changhoonhahn / SEDflow
  Accelerated Bayesian SED modeling using Amortized Neural Posterior Estimation
  ☆24Updated 4 months ago
• VanderbiltAstronomy / astr_8070_s21
  Spring 2021 course materials for ASTR 8070: Astrostatistics
  ☆29Updated 4 years ago
• synthesizer-project / synthesizer
  Synthesizer - a code for creating synthetic astrophysical observables
  ☆35Updated 2 weeks ago
• maxmen / LensingLectures
  ☆21Updated 4 years ago
• changhoonhahn / provabgs
  PRObabilistic Value-Added Bright Galaxy Survey (PROVABGS)
  ☆18Updated 11 months ago
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆45Updated 7 months ago
• maho3 / ltu-ili
  Robust ML in Astro
  ☆58Updated 2 weeks ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆25Updated 3 years ago
• wcoulton / CompressedFisher
  ☆13Updated 2 years ago
• benediktdiemer / galaxies_course
  Interactive notebooks for graduate course in galaxies.
  ☆16Updated last year
• dkirkby / kavli2019
  Lectures for the 2019 Kavli Summer Program in Astrophysics
  ☆17Updated 5 years ago
• AstroHackWeek / AstroHackWeek2022
  ☆11Updated 2 years ago
• JohannesBuchner / PosteriorStacker
  Combines Bayesian analyses from many datasets.
  ☆23Updated last year
• bilby-dev / bilby
  A unified framework for stochastic sampling packages and gravitational-wave inference in Python.
  ☆92Updated 3 weeks ago
• minaskar / hankl
  hankl is a lightweight Python implementation of the FFTLog algorithm for Cosmology
  ☆26Updated 2 years ago
• cullanhowlett / l-picola
  A public repository for the code L-PICOLA
  ☆17Updated last year
• dirac-institute / uw-astr598-w18
  ASTR 598: Astro-statistics and Machine Learning
  ☆41Updated 7 years ago
• davidwhogg / DataAnalysisRecipes
  chapters of a book Hogg will never write
  ☆90Updated 6 months ago
• JAXtronomy / October2024-Meeting
  Astronomy Research + JAX Meeting 2024
  ☆13Updated 8 months ago
• gtrichards / PHYS_T480_F18
  Repository for PHYS T480/580 (Big Data Physics: Methods of Machine Learning) at Drexel University, Fall 2018
  ☆10Updated 6 years ago
• ColmTalbot / gwpopulation
  CPU/GPU agnostic gravitational-wave population inference
  ☆49Updated 3 weeks ago
• franciscovillaescusa / Pylians
  Libraries to analyze numerical simulations
  ☆42Updated 4 years ago
• rmjarvis / TreeCorr
  Code for efficiently computing 2-point and 3-point correlation functions. For documentation, go to
  ☆107Updated this week
• rhayes777 / PyAutoFit
  PyAutoFit: Classy Probabilistic Programming
  ☆64Updated 3 weeks ago
• franciscovillaescusa / Quijote-simulations
  Large suite of N-body simulations
  ☆95Updated 3 months ago