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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. DeepWiki DeepWiki Public

    Temp Container for the wiki information we have already

    Jupyter Notebook 65 3

  2. deeplenstronomy deeplenstronomy Public

    A pipeline for versatile strong lens sample simulations

    HTML 38 8

  3. DeeplyUncertain-Public DeeplyUncertain-Public Public

    Jupyter Notebook 27 7

  4. DeepAstroUDA DeepAstroUDA Public

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

    Python 19 4

  5. deepmerge-public deepmerge-public Public

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

    Jupyter Notebook 10 4

  6. SIDDA SIDDA Public

    SInkhorn Dynamic Domain Adaptation 🚰🎺

    Jupyter Notebook 9 3

Repositories

Showing 10 of 31 repositories
  • SIDDA Public

    SInkhorn Dynamic Domain Adaptation 🚰🎺

    deepskies/SIDDA's past year of commit activity
    Jupyter Notebook 9 3 0 0 Updated Sep 1, 2026
  • CosmoLensNRE Public

    Cosmology Inference from Strong Gravitational Lensing using Neural Ratio Estimation

    deepskies/CosmoLensNRE's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Aug 14, 2026
  • cmbcosmo Public

    CMB cosmology inference -- comparing SBI to other methods.

    deepskies/cmbcosmo's past year of commit activity
    0 0 1 0 Updated Jun 28, 2026
  • DeepSZSim Public

    Fast simulations of Sunyaev-Zeldovich galaxy clusters

    deepskies/DeepSZSim's past year of commit activity
    Jupyter Notebook 2 MIT 0 1 1 Updated Jun 24, 2026
  • DeepDiagnostics Public

    Inference diagnostics for mostly SBI

    deepskies/DeepDiagnostics's past year of commit activity
    Jupyter Notebook 3 MIT 3 34 5 Updated Sep 18, 2025
  • DeepLensSBI Public

    Strong Lensing parameter inference with SBI

    deepskies/DeepLensSBI's past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated May 18, 2025
  • DeepBench Public

    Simulation library for very simple simulations to benchmark machine learning algorithms

    deepskies/DeepBench's past year of commit activity
    HTML 6 Apache-2.0 2 12 (1 issue needs help) 0 Updated Apr 8, 2025
  • DeepCMBsim Public
    deepskies/DeepCMBsim's past year of commit activity
    Jupyter Notebook 1 MIT 0 8 2 Updated Mar 13, 2025
  • 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 10 Apache-2.0 4 0 4 Updated Dec 12, 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 13 0 Updated Nov 14, 2024
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