Kaleidophon
Postdoc at the ILLC @ University of Amsterdam | Formerly PhD @ IT University Copenhagen, intern Pacmed / AWS / ParameterLab
Amsterdam
Pinned Repositories
awesome-experimental-standards-deep-learning
Repository collecting resources and best practices to improve experimental rigour in deep learning research.
deep-significance
Enabling easy statistical significance testing for deep neural networks.
diffusion-hackathon
evidential-deep-learning-survey
know-your-limits
Repository for UAI 2021 paper "Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fail at Reliable OOD Detection".
nlp-uncertainty-zoo
Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
non-exchangeable-conformal-language-generation
polysloth
Creating Anki-importable files with new vocabulary based on the PONS-API and your Todoist projects
token2index
A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.
ehr_ood_detection
Pacmed Labs experiments on uncertainty estimation, focusing on unbalanced tabular data and classification tasks.
Kaleidophon's Repositories
Kaleidophon/deep-significance
Enabling easy statistical significance testing for deep neural networks.
Kaleidophon/nlp-uncertainty-zoo
Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
Kaleidophon/token2index
A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.
Kaleidophon/awesome-experimental-standards-deep-learning
Repository collecting resources and best practices to improve experimental rigour in deep learning research.
Kaleidophon/know-your-limits
Repository for UAI 2021 paper "Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fail at Reliable OOD Detection".
Kaleidophon/non-exchangeable-conformal-language-generation
Kaleidophon/diffusion-hackathon
Kaleidophon/evidential-deep-learning-survey
Kaleidophon/nlp-low-resource-uncertainty
Kaleidophon/calm-capybara
Comparing different Neural NLP models for Emoji Prediction.
Kaleidophon/commit-template-for-humans
An approachable git message template for normal people, including instructions on how to set it up.
Kaleidophon/debattenkultur
Analyzing the proceedings of the German parliament (Bundestag).
Kaleidophon/greedy-gerbil
Kaleidophon/NLP2
Assignments for the Natural Language Processing 2 course @ UvA, 2018.
Kaleidophon/quirky-quokka
Environment-related differences of Deep Q-Learning and Deep Double Q-Learning
Kaleidophon/bayesian-buffalo
Lab Assignments of the Machine Learning 2 course of the MSc Artificial Intelligence Program of the Universiteit van Amsterdam during the Summer Term 2018.
Kaleidophon/bilingual-bobcat
Kaleidophon/danish-dingo
Lab Assignments of the University of Amsterdam's MSc Artificial Intelligence Deep Learning course during the Winter Term 2018/2019.
Kaleidophon/emnlp2020-bayesian-citation-analysis
Kaleidophon/flake8-markdown
Lints Python code blocks in Markdown files using flake8
Kaleidophon/fullstack-coding-challenge
Coding challenge for fullstack eng at unbabel
Kaleidophon/Kaleidophon.github.io
Kaleidophon/lonely-lobster
Bus project conducted for the lecture Multi-Agent Systems of UvA's Msc Sc. AI programme 2017/2018
Kaleidophon/machine
Codebase for the i-machine-think project, a modular and fully tested Pytorch implementation for seq2seq models.
Kaleidophon/machine-zoo
Kaleidophon/NLP1-2017
Repo for University of Amsterdam NLP1 course
Kaleidophon/strata-jekyll-theme
HTML5 Up Strata theme for Jekyll
Kaleidophon/tenacious-toucan
Master thesis for the MSc. Artificial Intelligence at the Universiteit van Amsterdam, 2019
Kaleidophon/tipsy-tapir
Kaleidophon/uvadlc_practicals_2018
Lab assignments for the Deep Learning course at the University of Amsterdam