NilsRethmeier

CLESS

Repository for the paper "CLESS: Contrastive Label Embedding Self-supervised Zero to Few-shot Learning from and for Small, Long-tailed Text Data"

MoRTy

Code for the ACL paper "MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding"

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

fourier-feature-networks

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

lda2vec

python-bcubed

Simple Extended BCubed implementation in Python for clustering evaluation

Random_Grid_Search_with_repeats

Code to do 1) random hyper parameter gridsearch with repetitions (reruns), 2) log training to visdom in a tensorboard like fashion, 3) generate an overall hyperparameter TSV file for exploration

tensorboard-pytorch

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Tensorflowless_Tensorboard

Tensorboard visualizations that can be fed from external data

Webmarks

This is the WorldBrain Meta Browser that enables you to get related content and meta information to the content you consume online.

work-mode

scripts for focussed working