Deep Skies Lab (deepskies)

Deep Skies Lab

deepskies

Geek Repo

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

Home Page:www.deepskieslab.com

Twitter:@deepskieslab

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Deep Skies Lab's repositories

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deeplenstronomy

A pipeline for versatile strong lens sample simulations

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DeepAstroUDA

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

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deepmerge-public

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

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DeepWiki

Temp Container for the wiki information we have already

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DeepSurveySim

An astrological survey simulation designed for testing MDP-style algorithms

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digs_sbi

Repository for the project DIGS: Deep Inference of Galaxy Spectra with Neural Posterior Estimation and SBI.

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DeepBench

Simulation library for very simple simulations to benchmark machine learning algorithms

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GNN_DomainAdapt

Inferring cosmology across datasets using Graph Neural Networks and Domain Adaptation

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noise2self

A framework for blind denoising with self-supervision.

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CosmoGraphNet

Graph Neural Networks to predict the cosmological parameters or the galaxy power spectrum from galaxy catalogs.

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DeepDiagnostics

Inference diagnostics for mostly SBI

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Neural_GP

Neural Inference of Gaussian Processes for Time Series Data of Quasars

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DeepZipper

DeepZipper repository for paper 1

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tutorial-Wilson-AI

A guide to running AI frameworks on Wilson HPC cluster GPUs

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cmbcosmo

CMB cosmology inference -- comparing SBI to other methods.

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hypogen-db

A library for interfacing with the HypoGen database.

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