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niteshade

Library for simulating data poisoning attack and defence strategies against online machine learning systems.

football-prediction

Prediction of home/away scores using Gaussian Processes.

ADME-prediction

Prediction of Absorption, Distribution, Metabolism and Excretion (ADME) properties of small molecules.

bitcoin-transaction

Bitcoin transaction in pure Python.

ldc-demand-forecasting

Forecasting gas demand distributed via local gas networks in the UK.

liars-dice

Simple probabilistic strategy for winning at Liar's Dice.

noskGPT

Simple transformer-based language model which generates Shakespearian dialogue.

orthogonal-SVGP

Orthogonal sparse variational Gaussian processes (SVGP's) in TensorFlow.

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probability

Probabilistic reasoning and statistical analysis in TensorFlow

stochastic-processes

Fun with stochastic processes!