pbloem Goto Github PK

attn-book

Work in progress. Book on attention and embeddings.

bimodal

Proof-of-concept bimodal VAE

blog

Example code to accompany blog posts

bots

Experiments with twitter bots

cleartxt

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

cramming

Cramming the training of a (BERT-type) language model into limited compute.

diffae

Official implementation of Diffusion Autoencoders

dontmail.it

A simple website to warn people about the dangers of mailing direct payment links.

dyna

Dynamic knowledge graph embeddings

embed

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

externalsortinginjava

External-Memory Sorting in Java

fomo

Public website for fomo lectures

former

Simple transformer implementation from scratch in pytorch.

gated-rgcn

Proof-of-concept gated RGCN.

gestalt.ink

Website for stuff.

grlc_test

Test for grlc tutorial

hdt2vec

ifsem

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

keras-deep-learning-paper-implementations

Keras implementation of Deep Learning papers

kgbench-data

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

kgbench-loader

Dataset loader for the kgbench repository.

kge

LibKGE - A knowledge graph embedding library for reproducible research

kit

A small toolkit of generic java utilities

krraftwerk

language-models

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

leitner

Proof of concept flash card system

lilian

Machine Learning Toolkit

lilian-experimental

Any research work in progress

machine-learning

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

misc

Miscellaneous projects