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Kaarel Tark's Projects

3d-shapes icon 3d-shapes

This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of the 35th International Conference on Machine Learning (ICML). 2018. to assess the disentanglement properties of unsupervised learning methods.

disent icon disent

๐Ÿงถ Modular VAE disentanglement framework for python built with PyTorch Lightning. Easily configured and run with Hydra config. Including metrics and datasets, with strong, weakly supervised and unsupervised methods. Early library design based off disentanglement_lib.

disentanglement_lib icon disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

smart-heating-management-with-shelly icon smart-heating-management-with-shelly

This Shelly script is designed to retrieve energy market prices from Elering and activate heating during the most cost-effective hours each day, employing various algorithms.

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