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Stephen Anthony Rose's Projects

bayesian-torch icon bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

brent icon brent

bayesian graphical modelling and a bit of do-calculus for discrete data.

econml icon econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

flaskjs icon flaskjs

Using Python Flask Javascript and Ajax to do simple and quick things

fun-math icon fun-math

A collection of easy to use statistical functions

gmem icon gmem

Generalised Mixed Effects Model. Now any machine learning model can have random effects.

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