VMBoehm / PytorchPAE

Related projects ⓘ

Alternatives and complementary repositories for PytorchPAE

• biweidai / SINF
  Sliced Iterative Generator (SIG) & Gaussianizing Iterative Slicing (GIS)
  ☆36Updated last year
• astrockragh / Mangrove
  Using Graph Neural Networks to regress baryonic properties directly from full dark matter merger trees.
  ☆24Updated last year
• jfcrenshaw / pzflow
  Probabilistic modeling of tabular data with normalizing flows.
  ☆55Updated 4 months ago
• bccp / DeepUQ
  Bayesian Uncertainty Quantification by Deep Generative Model
  ☆19Updated 4 years ago
• dflemin3 / approxposterior
  A Python package for approximate Bayesian inference and optimization using Gaussian processes
  ☆42Updated last year
• astro-informatics / harmonic
  Machine learning assisted marginal likelihood (Bayesian evidence) estimation for Bayesian model selection
  ☆56Updated last week
• EiffL / LLMAssistedResearch
  Exploring how ChatGPT can be used to accelerate research in cosmology.
  ☆12Updated last year
• mwalmsley / galaxy_mnist
  Galaxy images labelled by morphology (shape). Aimed at ML development and teaching.
  ☆33Updated last year
• florent-leclercq / Bayes_InfoTheory
  Lectures on Bayesian statistics and information theory
  ☆30Updated 3 years ago
• dfm-io / post--intro-to-numpyro
  ☆17Updated last year
• tingyuansen / deep-potential
  ☆16Updated 3 years ago
• zhao-david / CDE-diagnostics
  Diagnostics for Conditional Density Estimators and Bayesian Inference Algorithms
  ☆14Updated 2 years ago
• smsharma / point-cloud-galaxy-diffusion
  Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141
  ☆21Updated 10 months ago
• Herculens / herculens
  Differentiable strong lens modelling on CPUs and GPUs
  ☆24Updated this week
• deepskies / DeeplyUncertain-Public
  ☆28Updated last year
• smsharma / PAPERCLIP-Hubble
  Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/…
  ☆13Updated 3 weeks ago
• tlmakinen / cosmicGraphs
  Investigating the information content in the cosmic web through dark matter halo graphs. Arxiv paper: https://arxiv.org/abs/2207.05202
  ☆12Updated 9 months ago
• jwuphysics / predicting-spectra-from-images
  Predicting galaxy spectra from images
  ☆15Updated last year
• 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.
  ☆45Updated last year
• tomcharnock / IMNN
  Using neural networks to extract sufficient statistics from data by maximising the Fisher information
  ☆30Updated last year
• francois-rozet / dawgz
  Unleash the true power of scheduling
  ☆24Updated 3 weeks ago
• AlexandreAdam / score_models
  A repository to store state of the art score model architectures
  ☆43Updated 2 weeks ago
• dfm / emcee-jax
  An experiment: emcee implemented in JAX
  ☆25Updated 2 years ago
• AngusWright / AstroStats
  Repository for Angus H Wright's AstroStatistics Lecture Materials
  ☆13Updated 2 years ago
• astro-informatics / proxnest
  Proximal Nested Sampling for high-dimensional Bayesian model selection
  ☆22Updated 6 months ago
• kstoreyf / anomalies-GAN-HSC
  detecting anomalies in hyper suprime-cam images with generative adversarial networks
  ☆10Updated 3 years ago
• PabloVD / CosmoGraphNet
  Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.
  ☆14Updated last year
• dingo-gw / flow-matching-posterior-estimation
  ☆19Updated last year
• jwuphysics / galaxy-autoencoders
  Autoencoders for galaxies
  ☆10Updated 3 years ago
• JAXtronomy / awesome-JAXtronomy
  Curated list of astronomy/astrophysics code packages using JAX
  ☆34Updated 2 weeks ago