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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 26 7

  3. DeepAstroUDA DeepAstroUDA Public

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

    Python 16 3

  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

Repositories

Showing 10 of 24 repositories
  • DeepSZSim Public
    deepskies/DeepSZSim’s past year of commit activity
    Jupyter Notebook 1 MIT 0 19 0 Updated Sep 6, 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 Aug 2, 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
  • 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 0 10 (1 issue needs help) 0 Updated Jul 22, 2024
  • deeplenstronomy Public

    A pipeline for versatile strong lens sample simulations

    deepskies/deeplenstronomy’s past year of commit activity
    HTML 26 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
  • DeepAstroUDA Public

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

    deepskies/DeepAstroUDA’s past year of commit activity
    Python 16 Apache-2.0 3 4 0 Updated Jan 30, 2024
  • DeepCMBsim Public
    deepskies/DeepCMBsim’s past year of commit activity
    Jupyter Notebook 2 MIT 0 8 2 Updated Jan 30, 2024
  • GNN_DomainAdapt Public

    Inferring cosmology across datasets using Graph Neural Networks and Domain Adaptation

    deepskies/GNN_DomainAdapt’s past year of commit activity
    Python 2 MIT 1 0 0 Updated Jan 16, 2024
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