Konstantinos Pitas (@konstantinos-p)
github

konstantinos-p

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  • Stars
    star
    52
  • Global Rank 331,951 (Top 12 %)
  • Followers 6
  • Following 11
  • Registered about 8 years ago
  • Most used languages
    Python
         83.3 %
    Shell
         16.7 %
  • Location 🇨🇭 Switzerland
  • Country Total Rank 10,519
  • Country Ranking
    Shell
         1,488
    Python
         1,691

Top repositories

1

Bayesian-Neural-Networks-Reading-List

A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesian Deep Learning, by providing an overview of key papers. More details: "A Primer on Bayesian Neural Networks: Review and Debates"
40
star
2

yarn-mistral-flax

An implementation of yarn-mistral-7B in flax. This implementation is based on the pytorch version uploaded to huggingface.
Python
4
star
3

cold_posteriors_pac_bayes

The code for the paper "Cold Posteriors through PAC-Bayes". https://arxiv.org/pdf/2206.11173.pdf
Python
3
star
4

PAC_Bayes_Invariance

Code from the paper "PAC-Bayesian Margin Bounds for convolutional neural networks". https://arxiv.org/pdf/1905.09677.pdf
Python
2
star
5

image_classification_SOTA

This repository aims to understand and implement the state of the art in image classification (as of November 2021) in PyTorch.
Python
1
star
6

europepolls

A dataset of country-level historical voting-intention polling data for the European Union (+Switzerland and UK).
Python
1
star
7

something_for_almost_nothing

Code for the paper "Something for (almost) nothing: improving deep ensemble calibration using unlabeled data"
Shell
1
star