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Tom Kimpson's Projects

anc icon anc

Adaptive noise cancellation for LIGO spectral lines

baboo icon baboo

A python package for doing fast neutron star inference using kalman filtering.

bandits icon bandits

Python library for Multi-Armed Bandits

bayesianmethodsforhackers icon bayesianmethodsforhackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;) http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/

gw_bursts icon gw_bursts

Construction of GW waveforms and SNRs from compact objects around massive BH

iliad icon iliad

General Relativistic Pulsar Timing

kalmanbi icon kalmanbi

Kalman filtering applied to pulsar braking indices

ml4l icon ml4l

ML methods applied to the Earth's surface. https://tomkimpson.github.io/ML4L/

odyssey icon odyssey

Odyssey is a public, GPU-based GRRT (general relativistic radiative transfer) code

pulsarkf icon pulsarkf

Kalman filtering applied to pulsar timing problems

pulsarmockdata icon pulsarmockdata

Generating mock pulsar data to be used with state-space methods

pyviterbi icon pyviterbi

A short Python implementation of the Viterbi algorithm for HMM

slowkalmanfilter icon slowkalmanfilter

A general linear Kalman filter, optimized for readability and explicitness rather than speed

speedy-1 icon speedy-1

A branch of SPEEDY ver 41, originally cloned from Leo Saffin's gitlab: https://gitlab.physics.ox.ac.uk/saffin/speedy

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