Discover @pbloem Open Source projects

Peter Bloem (@pbloem)

pbloem

Stars
1,219
Global Rank 25,316 (Top 0.9 %)
Followers 424
Following 48
Registered about 13 years ago
Most used languages

Python
36.0 %

Java
28.0 %

Jupyter Notebook
16.0 %

CSS
8.0 %

TeX
8.0 %

JavaScript
4.0 %
Location 🇳🇱 Netherlands
Country Total Rank 560
Country Ranking

TeX
36

Python
74

Jupyter Notebook
332

CSS
422

Java
638

JavaScript
7,516

former

Simple transformer implementation from scratch in pytorch.

language-models

Keras implementations of three language models: character-level RNN, word-level RNN and Sentence VAE (Bowman, Vilnis et al 2016).

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

kgbench-data

A set of benchmark repositories for node classification on knowledge graphs. To use, see https://github.com/pbloem/kgbench-loader

blog

Example code to accompany blog posts

Jupyter Notebook

motive

A proof-of-concept library for motif analysis using MDL techniques.

peterbloem.nl

Repository for personal website

Lilian

Machine Learning Toolkit

machine-learning

Worksheets, sample code and homework for the course Machine Learning at the VU University Amsterdam.

Jupyter Notebook

attn-book

Work in progress. Book on attention and embeddings.

Lilian-experimental

Any research work in progress

ifsem

Proof-of-concept implementation of the IFS-EM algorithm.

gated-rgcn

Proof-of-concept gated RGCN.

score

Jupyter Notebook

Publications

Anything scientific I'm writing, whether intended for publication or not.

orca

A JAVA port of the ORCA algorithm by Tomaz Hocevar

cleartxt

A simple website (cleartxt.info) designed to quickly inform website owners about the problem of cleartext passwords.

Misc

Miscellaneous projects

Jupyter Notebook

leitner

Proof of concept flash card system

voynich-experiments

motive-cls

Motif classificastion experiment

oblique

Oblique strategy cards for academia.

dyna

Dynamic knowledge graph embeddings

krraftwerk

embed

Implementation of basic KG embedding methods. Meant both as an example implementation and as a testbed for simple improvements.