pbloem/oblique

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Python
Created almost 3 years ago
Updated over 1 year ago

pbloem/oblique

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Oblique strategy cards for academia.

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

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.