hagabbar

VItamin

Hyper-fast gravitational wave posterior parameter estimation using variational inference. Code used for "Bayesian parameter estimation" paper. Note: This is being repackaged and moving to another repository soon (hagabbar/vitamin_b).

vitamin_c

This will be the first official public release of the VItamin code base. VItamin is a python package for producing fast gravitational wave posterior samples.

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.

cINNamon

Invertible neural network for gravitational wave parameter estimation

GenNet

Returns posterior estimates on GW waveform parameters given a GW waveform buried in noise.

matching_cnn_paper

Matching matched filtering with deep learning in gravitational-wave astronomy

hagabbar.github.io

My personal website homepage (in development).

intro2ml

An assortment of scripts to help you get started in machine learning

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)

chris_vitamin_version

conditional_GW_gan

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.

Disaster_kaggle_twitter

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.

Postdoc_application_materials

The-Thesis

My PhD thesis.

VItamin_NeurIPS_Paper

NeurIPS version of the OG VItamin paper (shortened to less than 4 pages)