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Michael J. Williams's Projects

accelerating-gwpe icon accelerating-gwpe

Repository for work on MSci Project focusing on accelerating particular aspects of gravitational wave parameter estimation.

ann-visualizer icon ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

astropy icon astropy

Astronomy and astrophysics core library

augmented-flows icon augmented-flows

Pytorch implementation of the basic idea presented in https://arxiv.org/abs/2002.07101

bbh-ccnn icon bbh-ccnn

Implementation of checkered CNN for BBH classifcation

gennet icon gennet

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

gwviz icon gwviz

Visualizing gravitational-wave systems using Python

intro2ml icon intro2ml

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

ml4np icon ml4np

Machine Learning for nuclear physics

nessai icon nessai

nessai: Nested Sampling with Artificial Intelligence

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