Dr. Hunter Gabbard's repositories
cnn_matchfiltering
Pipeline used for classifying BBH, NSBH, and BNS signals in LIGO data. Code used for "Matching Matched Filtering" paper.
Glasgow_Machine_Learning_Course-2019
A hands-on machine learning course for physics and astronomy PhD students at the University of Glasgow. Courses designed by John Armstrong and Hunter Gabbard.
matching_cnn_paper
Matching matched filtering with deep learning in gravitational-wave astronomy
hagabbar.github.io
My personal website homepage (in development).
keras-dcgan
Keras implementation of Deep Convolutional Generative Adversarial Networks for aLIGO parameter estimation
OzGrav_demo
Demonstration of VItamin code for OzGrav
Pangeo-for-AI-assisted-Climate-Tipping-point-Modelling
This repository contains the code snippets and hybrid models from the DARPA AI-Assisted Climate Tipping Point Modeling (ACTM) program.
pycbc_detection_statistic
Attempt during Fulbright Fellowship to make neural network GW classification pipeline.
VAE_tutorial
Tutorial on variational autoencoders that I've heavily adapted from Google TensorFlow website.
VItamin_paper
Estimating Bayesian parameter estimation using conditional variational autoencoders.
VItamin_technical_paper
This is a technical follow-up, to the "OG" VItamin paper.
capsule-networks
A Tensorflow(v1.4) implementation of Capsule Networks Applied towards GW Classification and Paraemter Estimation (Dynamic Routing Between Capsules , https://arxiv.org/abs/1710.09829)
craft_prospect
Codes used during my placement at craft prospect
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
deep_single_pixel
Deep neural network for depth and intensity predictions using a single pixel camera.
GenNet_paper
Paper showing the use of generative adversarial networks applied towards full posterior estimate parameter estimation.
IMGWDA
Inference Methods for Gravitational Wave Data Analysis - My PhD Thesis
mkdocs_test
This is a test of the mkdocs webpage maker
moodys_scotdist
A set of programs for solving moody's financial problems.
The-Thesis
My PhD thesis.
VItamin_NeurIPS_Paper
NeurIPS version of the OG VItamin paper (shortened to less than 4 pages)