pbloem
Assistant prof. at Vrije Universiteit Amsterdam.
Vrije Universiteit AmsterdamAmsterdam, Netherlands
Pinned Repositories
nodes
A general purpose graph library
sparse-hyper
Code for the paper "Learning sparse transformations through backpropagation"
blog
Example code to accompany blog posts
former
Simple transformer implementation from scratch in pytorch.
kgbench-data
A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader
language-models
Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).
motive
A proof-of-concept library for motif analysis using MDL techniques.
pca-book
Source files for a book on Principal component analysis
pixel-models
Pytorch implementations of the PixelCNN (va Oord et al. 2016) and PixelVAE (Gulrajani et al. 2016) models
pbloem's Repositories
pbloem/former
Simple transformer implementation from scratch in pytorch.
pbloem/language-models
Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).
pbloem/pca-book
Source files for a book on Principal component analysis
pbloem/kgbench-data
A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader
pbloem/blog
Example code to accompany blog posts
pbloem/motive
A proof-of-concept library for motif analysis using MDL techniques.
pbloem/Lilian
Machine Learning Toolkit
pbloem/peterbloem.nl
Repository for personal website
pbloem/attn-book
Work in progress. Book on attention and embeddings.
pbloem/Lilian-experimental
Any research work in progress
pbloem/gated-rgcn
Proof-of-concept gated RGCN.
pbloem/Publications
Anything scientific I'm writing, whether intended for publication or not.
pbloem/score
pbloem/cleartxt
A simple website (cleartxt.info) designed to quickly inform website owners about the problem of cleartext passwords.
pbloem/dyna
Dynamic knowledge graph embeddings
pbloem/embed
Implementation of basic KG embedding methods. Meant both as an example implementation and as a testbed for simple improvements.
pbloem/gestalt.ink
Website for stuff.
pbloem/leitner
Proof of concept flash card system
pbloem/Misc
Miscellaneous projects
pbloem/oblique
Oblique strategy cards for academia.
pbloem/cramming
Cramming the training of a (BERT-type) language model into limited compute.
pbloem/diffae
Official implementation of Diffusion Autoencoders
pbloem/dontmail.it
A simple website to warn people about the dangers of mailing direct payment links.
pbloem/fomo
Public website for fomo lectures
pbloem/kgbench-loader
Dataset loader for the kgbench repository.
pbloem/kit
A small toolkit of generic java utilities
pbloem/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
pbloem/profane-tmesis
Short stories for unquiet minds.
pbloem/theoretical-minimum
Notebooks with simple physics exercises, inspired by the "Theoretical minimum" series by Leonard Susskind.
pbloem/unrefined-graphite
Website for drawing and illustration