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/pixel-models
Pytorch implementations of the PixelCNN (va Oord et al. 2016) and PixelVAE (Gulrajani et al. 2016) models
pbloem/machine-learning
Worksheets, sample code and homework for the course Machine Learning at the VU University Amsterdam.
pbloem/ifsem
Proof-of-concept implementation of the IFS-EM algorithm.
pbloem/externalsortinginjava
External-Memory Sorting in Java
pbloem/krraftwerk
pbloem/motive-cls
Motif classificastion experiment
pbloem/orca
A JAVA port of the ORCA algorithm by Tomaz Hocevar
pbloem/StyleGAN.pytorch
A PyTorch implementation for StyleGAN with full features.
pbloem/voynich-experiments
pbloem/bimodal
Proof-of-concept bimodal VAE
pbloem/bots
Experiments with twitter bots
pbloem/grlc_test
Test for grlc tutorial
pbloem/hdt2vec
pbloem/keras-deep-learning-paper-implementations
Keras implementation of Deep Learning papers
pbloem/kge
LibKGE - A knowledge graph embedding library for reproducible research
pbloem/normalization
pbloem/outing-2019
pbloem/pbloem.github.io
pbloem/podcasts
Secret project
pbloem/pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
pbloem/python-stuff
Random small python scripts
pbloem/rdfem
pbloem/rdfviz
RDF Visualization tests
pbloem/recurrent-visual-attention
A PyTorch Implementation of "Recurrent Models of Visual Attention"
pbloem/RelationPrediction
Implementation of R-GCNs for Relational Link Prediction
pbloem/Sentence-VAE
PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
pbloem/sophistication
Proof-of-concept experiments for a computable approximation to sophistication.
pbloem/sparse-gat
Sparse version of graph attention (wip)
pbloem/thesis
PhD thesis