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An algorithm that detects one-dimensional sequences in complex datasets
An Aspiring Drop-In Replacement for NumPy at Scale
aimerson / hod
Forked from amjsmith/hodpyHalo occupation distribution code for adding galaxies to a halo lightcone
Library written in c with a Python wrapper API to compute dark matter halo model functions based on a given Cosmology.
An empirical model that statistically connects dark matter halos, galaxies and supermassive black holes from z=0-10.
An IPython Widget for Aladin Lite, the sky viewer.
Mask generation for large galaxy surveys
Fast 2-point correlation estimation with LSDB and gundam
This hosts the essential GPR code for predicting photometry for the Milky Way, utilised in Fielder et al. 2021.
This depository contains codes to compute 2pCF and MCF in galaxy samples
Sparse representation of HEALPix maps in Python
Machine Learning for Algorithmic Trading, Second Edition - published by Packt
Multimodal contrastive pretraining for astronomical data
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
A denoising diffusion probabilistic model synthesises galaxies that are qualitatively and physically indistinguishable from the real thing.
These scripts explore galaxy/quasar/star classification from optical and infrared magnitudes using supervised machine learning.
Star-galaxy Classification Using Deep Convolutional Neural Networks
Samples demonstrating how to use Scikit-learn to build machine-learning models
Lightweight Experiment & Resource Monitoring 📺
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
Morphological segmentation of Galaxies
⚛️ A module for solving and visualizing the Schrödinger equation.
Pipeline to quickly project Survey Image Properties (e.g. seeing, sky noise, airmass) onto the sky into Healpix maps using flexible weighting schemes. Initially designed to produce maps of observin…
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