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sanmitraghosh's Projects

abc-chaos icon abc-chaos

ABC-SMC with GP velocity matching for chaotic systems

appredict_gpmat icon appredict_gpmat

APD90 emulator for the O'Hara cardiac AP model using Gaussian Processes.

p2m2 icon p2m2

Probabilistic Programs for Mechanistic Models

pints icon pints

Probabilistic Inference on Noisy Time Series

pymc3 icon pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

seasonal_influenza icon seasonal_influenza

This contains the codes necessary to compare various MCMC inference methods for a simple model of seasonal influenza epidemic in England

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