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@deepskies

Deep Skies Lab

We do research at the intersection of AI, Statistics, and Cosmology. Building community & making discoveries since 2017. Led by B. Nord.

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  1. DeeplyUncertain-Public DeeplyUncertain-Public Public

    Jupyter Notebook 28 6

  2. deeplenstronomy deeplenstronomy Public

    A pipeline for versatile strong lens sample simulations

    HTML 27 7

  3. DeepAstroUDA DeepAstroUDA Public

    Universal Domain Adaptation for cross-survey classification, regression and anomaly detection

    Python 17 4

  4. deepmerge-public deepmerge-public Public

    DeepMerge: An implementation of neural network models for classifying merging galaxies

    Jupyter Notebook 8 3

  5. DeepWiki DeepWiki Public

    Temp Container for the wiki information we have already

    Jupyter Notebook 4

  6. DeepBench DeepBench Public

    Simulation library for very simple simulations to benchmark machine learning algorithms

    HTML 3 1

Repositories

Showing 10 of 27 repositories
  • DeepSZSim Public
    deepskies/DeepSZSim’s past year of commit activity
    Jupyter Notebook 2 MIT 0 20 0 Updated Nov 8, 2024
  • DeepUQ Public

    A repo to assess uncertainty quantification methods from deep learning models

    deepskies/DeepUQ’s past year of commit activity
    Jupyter Notebook 1 MIT 0 12 0 Updated Nov 5, 2024
  • deepmerge-public Public

    DeepMerge: An implementation of neural network models for classifying merging galaxies

    deepskies/deepmerge-public’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 3 0 4 Updated Oct 28, 2024
  • DomainAdaptiveMVEforLensModeling Public

    Domain Adaptation and Uncertainty Quantification for Gravitational Lens Modeling

    deepskies/DomainAdaptiveMVEforLensModeling’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Oct 21, 2024
  • DeepBench Public

    Simulation library for very simple simulations to benchmark machine learning algorithms

    deepskies/DeepBench’s past year of commit activity
    HTML 3 Apache-2.0 1 11 (1 issue needs help) 1 Updated Oct 7, 2024
  • DeepSZSim-rtd Public
    deepskies/DeepSZSim-rtd’s past year of commit activity
    Python 0 0 0 0 Updated Sep 23, 2024
  • DeepDiagnostics Public

    Inference diagnostics for mostly SBI

    deepskies/DeepDiagnostics’s past year of commit activity
    Jupyter Notebook 1 MIT 0 15 0 Updated Jul 23, 2024
  • DeepSLIDE Public

    Code presenting the analysis to infer Dark Energy from Strong Lensing using SBI NRE

    deepskies/DeepSLIDE’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Jul 23, 2024
  • deeplenstronomy Public

    A pipeline for versatile strong lens sample simulations

    deepskies/deeplenstronomy’s past year of commit activity
    HTML 27 MIT 7 29 (1 issue needs help) 0 Updated Jul 16, 2024
  • cmbcosmo Public

    CMB cosmology inference -- comparing SBI to other methods.

    deepskies/cmbcosmo’s past year of commit activity
    0 0 1 0 Updated May 13, 2024
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