daandouwe

biaffine-dependency-parser

A graph based dependency parser in PyTorch.

neural-ngram

Neural ngram language model in PyTorch.

ngram-lm

A simple n-gram language model.

perceptron-dependency-parser

Simple graph-based dependency parser with perceptron learning algorithm.

concrete-vae

A VAE with discrete latent variables and inference with the Concrete distribution.

grammar-vae

A PyTorch implementation of the Grammar Variational Autoencoder.

glove

A PyTorch implementation of Global Vectors (GloVe).

char-lm

Simple character level ngram language model.

IBM-Models

Implementation of the alignment models IBM1 and IBM2.

chart-parser

A simple chart-based parser.

Machine-Translation-with-CRFs

Machine translation with a latent-variable conditional random field.

Probabilistic-modelling-with-PCFG

Master of Logic individual project under supervision of Wilker Aziz.

Machine-Learning-2

Labs for the MSc AI course ML2 at the UvA

NLP1-dependency-parser

A neural network based dependency following Chen and Manning (2014).

lda

Latent Dirichlet allocation (LDA) with different flavours of inference.

thesis

Neural language models with latent syntax.

adapter-transformers

Huggingface Transformers + Adapters = ❤️

darknet

Convolutional Neural Networks

naive-bayes

Classifying movie reviews with Naive Bayes.

notebooks

qe-evaluation

Evaluation scripts for the 2019 machine translation quality estimation shared task

svd-doc2vec

Turn documents into vectors by decomposing a PPMI cooccurence matrix.

word-embedding