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    28 repositories

    • DeepUQ

      Public
      A repo to assess uncertainty quantification methods from deep learning models
      Jupyter Notebook
      •
      MIT License
      •0•1•12•0•Updated Nov 14, 2024Nov 14, 2024

    • DeepUQ-neurIPS-WS-2024

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•1•0•Updated Nov 14, 2024Nov 14, 2024

    • DeepSZSim

      Public
      simulationgalaxy-clusterssunyaev-zeldovich
      Jupyter Notebook
      •
      MIT License
      •0•2•20•0•Updated Nov 8, 2024Nov 8, 2024

    • deepmerge-public

      Public
      DeepMerge: An implementation of neural network models for classifying merging galaxies
      Jupyter Notebook
      •
      Apache License 2.0
      •3•8•0•4•Updated Oct 28, 2024Oct 28, 2024

    • DomainAdaptiveMVEforLensModeling

      Public
      Domain Adaptation and Uncertainty Quantification for Gravitational Lens Modeling
      Jupyter Notebook
      •0•0•0•0•Updated Oct 21, 2024Oct 21, 2024

    • DeepBench

      Public
      Simulation library for very simple simulations to benchmark machine learning algorithms
      benchmarksimulation
      HTML
      •
      Apache License 2.0
      •1•3•11•1•Updated Oct 7, 2024Oct 7, 2024

    • DeepSZSim-rtd

      Public
      Python
      •0•0•0•0•Updated Sep 23, 2024Sep 23, 2024

    • DeepDiagnostics

      Public
      Inference diagnostics for mostly SBI
      Jupyter Notebook
      •
      MIT License
      •0•1•15•0•Updated Jul 23, 2024Jul 23, 2024

    • DeepSLIDE

      Public
      Code presenting the analysis to infer Dark Energy from Strong Lensing using SBI NRE
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jul 23, 2024Jul 23, 2024

    • deeplenstronomy

      Public
      A pipeline for versatile strong lens sample simulations
      simulationgravitational-lensingstrong-lensing
      HTML
      •
      MIT License
      •7•27•29•0•Updated Jul 16, 2024Jul 16, 2024

    • cmbcosmo

      Public
      CMB cosmology inference -- comparing SBI to other methods.
      0•0•1•0•Updated May 13, 2024May 13, 2024

    • DeepAstroUDA

      Public
      Universal Domain Adaptation for cross-survey classification, regression and anomaly detection
      Python
      •
      Apache License 2.0
      •4•17•4•0•Updated Jan 30, 2024Jan 30, 2024

    • DeepCMBsim

      Public
      simulationcmb
      Jupyter Notebook
      •
      MIT License
      •0•2•8•2•Updated Jan 30, 2024Jan 30, 2024

    • GNN_DomainAdapt

      Public
      Inferring cosmology across datasets using Graph Neural Networks and Domain Adaptation
      Python
      •
      MIT License
      •1•2•0•0•Updated Jan 16, 2024Jan 16, 2024

    • DeepSurveySim

      Public
      An astrological survey simulation designed for testing MDP-style algorithms
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•3•5•0•Updated Dec 15, 2023Dec 15, 2023

    • CosmoGraphNet

      Public
      Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.
      Python
      •
      MIT License
      •4•0•0•0•Updated Aug 8, 2023Aug 8, 2023

    • hypogen-db

      Public
      A library for interfacing with the HypoGen database.
      Python
      •
      Apache License 2.0
      •0•0•3•0•Updated Aug 4, 2023Aug 4, 2023

    • DeepWavNN

      Public
      deep-learningarchitecturewavelet
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Jul 26, 2023Jul 26, 2023

    • .github

      Public
      MIT License
      •0•0•0•0•Updated Jun 9, 2023Jun 9, 2023

    • DeepWiki

      Public
      Temp Container for the wiki information we have already
      guidance
      Jupyter Notebook
      •
      MIT License
      •0•4•4•0•Updated Mar 28, 2023Mar 28, 2023

    • tutorial-Wilson-AI

      Public
      A guide to running AI frameworks on Wilson HPC cluster GPUs
      Creative Commons Zero v1.0 Universal
      •1•0•0•0•Updated Mar 14, 2023Mar 14, 2023

    • noise2self

      Public
      A framework for blind denoising with self-supervision.
      Jupyter Notebook
      •
      MIT License
      •72•2•2•0•Updated Feb 22, 2023Feb 22, 2023

    • DeeplyUncertain-Public

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •6•28•0•15•Updated Feb 22, 2023Feb 22, 2023

    • Neural_GP

      Public archive
      Neural Inference of Gaussian Processes for Time Series Data of Quasars
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Nov 16, 2022Nov 16, 2022

    • digs_sbi

      Public
      Repository for the project DIGS: Deep Inference of Galaxy Spectra with Neural Posterior Estimation and SBI.
      Jupyter Notebook
      •
      MIT License
      •0•3•0•0•Updated Oct 11, 2022Oct 11, 2022

    • DeepZipper

      Public
      DeepZipper repository for paper 1
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •2•0•0•0•Updated Sep 3, 2021Sep 3, 2021

    • DeeplyUncertain-QtC

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •0•0•0•0•Updated Jul 13, 2021Jul 13, 2021

    • deepmhd

      Public
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •3•2•0•0•Updated Aug 21, 2019Aug 21, 2019