hagabbar Goto Github PK

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

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

cinnamon

Invertible neural network for gravitational wave parameter estimation

cnn_matchfiltering

Pipeline used for classifying BBH, NSBH, and BNS signals in LIGO data. Code used for "Matching Matched Filtering" paper.

conditional_gw_gan

craft_prospect

Codes used during my placement at craft prospect

cv

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

generative-models

repository for playing around with different generative adversarial networks

gennet

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

gennet_paper

Paper showing the use of generative adversarial networks applied towards full posterior estimate parameter estimation.

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.

gmind

Deep learning tools for gravitational wave data analysis and detection based on PyCBC and Keras.

hagabbar.github.io

My personal website homepage (in development).

imgwda

Inference Methods for Gravitational Wave Data Analysis - My PhD Thesis

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

ligo_ml

General LIGO machine learning repository

matching_cnn_paper

Matching matched filtering with deep learning in gravitational-wave astronomy

mkdocs_test

This is a test of the mkdocs webpage maker

moodys_scotdist

A set of programs for solving moody's financial problems.

online_karoo_pipeline

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.

pca_aux_cop

Pipeline to search for couplings and/or trends between different degrees of freedom within the LIGO detectors. Fulbright Fellowship detector characterization project.

postdoc_application_materials

pycbc_copy

Python CBC Tools