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bayesian-inference-example

Bayesian inference example

convolutional-nets

Convolutional net examples based on Nielsen, chapter 6

dagitty

Graphical analysis of structural causal models / graphical causal models.

etc3550slides

Slides for a forecasting course based on "Forecasting: Principles and Practice"

forneylab.jl

Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

gridcellemergence

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nlp-e21

This repository acts as the main reference point for Natural Language Processing (Fall '21) as part of the kandidatuddannelsen in Cognitive Science at Aarhus University.

olps

Online Portfolio Selection toolbox

rethinking

Statistical Rethinking course and book package

ros-examples

Regression and other stories R examples

rxinfer.jl

Julia package for automated Bayesian inference on a factor graph with reactive message passing

scientific-computing-workshop-e21

A 3 day workshop on scientific computing with Python assuming previous experience with programming and going through object-oriented programming, numpy and basic linear algebra and finally implementing a simple neural network.

sktime

A unified framework for machine learning with time series

sr2-solutions

Solutions to exercises and homework for the second edition of Statistical Rethinking

stat_rethinking_2022

Statistical Rethinking course winter 2022

statistical_rethinking_with_brms_ggplot2_and_the_tidyverse_2_ed

The bookdown version lives here:

statisticalrethinking.jl

Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.

statrethinking_winter2019

Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019

tsforecasting

This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time series forecasting research space.

universal-portfolios

Collection of algorithms for online portfolio selection