Zalando Research

Repositories

• CRISP

  A probabilistic graphical model for COVID-19 infection spread through a population based on mutual contacts between pairs of individuals across time as well as test outcomes The C++/Python implementation enables full inference at the scale of millions of contacts between thousands of individuals.
  Jupyter Notebook MIT 8 8 3 0 Updated Aug 10, 2020

• pytorch-ts

  PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend

  time-series pytorch probabilistic deepar lstnet n-beats
  Python 30 147 3 1 Updated Jul 24, 2020

• fashion-mnist

  A MNIST-like fashion product database. Benchmark 👉

  benchmark machine-learning computer-vision deep-learning fashion dataset gan
  Python MIT 1,908 8,103 22 2 Updated Jul 22, 2020

• JaxRK

  RKHS feature vectors, operators, and statistical models using JAX for automatic differentiation
  Python MIT 2 3 12 0 Updated Jul 16, 2020

• zap

  Multilingual NLP annotation projection
  Java 8 43 1 1 Updated Jul 1, 2020

• pytorch-vq-vae

  PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

  deep-learning pytorch vae vq-vae
  Jupyter Notebook MIT 38 176 5 0 Updated Nov 13, 2019

• SWARM

  Set-Equivariant Deep Learning Models
  Python 5 20 0 0 Updated Sep 23, 2019

• fashionxrecsys

  Workshop on Recommender Systems in Fashion
  CSS 6 6 0 0 Updated Sep 20, 2019

• feidegger

  A Multi-modal Corpus of Fashion Images and Descriptions in German
  MIT 7 31 1 0 Updated Sep 16, 2019

• pytorch-dilated-rnn

  Dilated RNNs in pytorch

  machine-learning deep-learning pytorch rnns
  Python MIT 29 179 2 0 Updated Jun 24, 2019

• famos

  Adversarial Framework for (non-) Parametric Image Stylisation Mosaics

  machine-learning
  Python MIT 15 78 1 0 Updated Feb 21, 2019

• psgan

  Periodic Spatial Generative Adversarial Networks

  python machine-learning lasagne theano gan dcgan generative-model
  Jupyter Notebook MIT 27 97 4 0 Updated Dec 13, 2018

• disentangling_conditional_gans

  Disentangling Multiple Conditional Inputs in GANs
  Python MIT 14 52 4 0 Updated Dec 12, 2018

• fb-model-library

  Model of deep learning libraries
  Python MIT 6 8 0 0 Updated Jun 12, 2018

• salm

  Syntax-aware language models in Pytorch
  Python MIT 3 7 0 0 Updated Mar 30, 2018

• probrnn

  State space modeling with recurrent neural networks
  Python MIT 17 41 0 0 Updated Mar 30, 2018

• first_order_gan

  Create images and texts with the First Order Generative Adversarial Networks arxiv.org/abs/1802.04591

  deep-learning generative-adversarial-network unsupervised-learning generative-adversarial-networks
  Jupyter Notebook Apache-2.0 8 33 1 0 Updated Feb 14, 2018

• spatial_gan

  Spatial Generative Adversarial Networks

  python machine-learning lasagne theano generative-adversarial-network gan dcgan
  Python MIT 26 88 1 0 Updated Jun 15, 2017