Pinned

1. Step2heart Step2heart Public

   🏋️ Extract generalizable physiological representations from sensor time-series data with self-supervision (code for CHIL 2021, NeurIPS-W 2020 papers)

   Python 15 2

2. average-word2vec average-word2vec Public

   🔤 Calculate average word embeddings (word2vec) from documents for transfer learning

   Jupyter Notebook 54 22

3. blue-yonder/tsfresh blue-yonder/tsfresh Public

   Automatic extraction of relevant features from time series:

   Jupyter Notebook 8.1k 1.2k

4. maxpumperla/hyperas maxpumperla/hyperas Public

   Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

   Python 2.2k 316

5. spotifav spotifav Public

   🤘 Map out your musical taste on Spotify with machine learning

   Jupyter Notebook 56 6

6. cardiofitness cardiofitness Public

   💪 Predict lab-measured cardio fitness (VO2max) through wearables in free-living environments (code for Nature Digital Medicine '22 paper)

   Jupyter Notebook 14 2