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automl

Google Brain AutoML

bachelor-thesis-prog

Python interface for rns.c

bibtex-filter

This script filters a BibTeX file by a list of keys

cbc-skynet

Neural network model for gravitational wave sky localization

countnet

Deep Neural Network for Speaker Count Estimation

deep-learning-model-explained

Walkthrough of deep learning model with code

deep-learning-projects

Jupyter Notebooks with home-made FCNNs, RNNs, CNNs, GAMs models for Airbnb price rental prediction, galaxies classification, gravitational waves classification, named entity prediction, images classification, etc.

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dendro-gr

Numerical relativity with octree based wavelet adaptive mesh refinement.

diffbank

Gravitational wave template bank generation made easy.

g2net_2nd_training_school_malta_mar_2020

CA17137 - A network for Gravitational Waves, Geophysics and Machine Learning - 2nd Training School

g2net_4th_training_school_thessaloniki_2023

Repository for the 4th G2Net Training School, March 28-31, 2023, Thessaloniki

gw-analysis

Tools for the analysis of LIGO gravitational wave data

gw-group

Gravitational Waves Group @ Aristotle University of Thessaloniki

gw-group-resources

Useful resources

gw_summer2018

Talks at the 3rd H.E.L.A.S & DAAD Summer School, Thessaloniki, Oct. 8-12, 2018

gwatut-waveforms

gwskynet

GWSkyNet is a binary CNN classifier for gravitational-wave candidates. This repository contains the published model together with instructions on how to use the classifier. The input is a sky map FITS file from BAYESTAR, which can be found on GraceDB for real gravitational-wave candidates.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

intro

kuibit

Python 3 post-processing tools for simulations performed with the Einstein Toolkit

ligo_noise_suppression

deep neural network based workflow for noise suppression and signal recovery of real-world LIGO observational data

mcmc-python

Create Your Own Metropolis-Hastings Markov Chain Monte Carlo Algorithm for Bayesian Inference (With Python)

memray

Memray is a memory profiler for Python

ml-nn

msc-gr-course

nativefier

Make any web page a desktop application

nbody-performance-comparison

Directly compare performance of vectorized and for-loop implementations of the N-body problem in Matlab, Julia, and Python

nbody-python

Vectorized N-body code (Python)

neutron_star_eos

Neutron star equation of state files, includes TOV solver, unit conversion, and plots