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Dimitris Spathis's Projects

average-word2vec icon average-word2vec

πŸ”€ Calculate average word embeddings (word2vec) from documents for transfer learning

cardiofitness icon cardiofitness

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

d3-heatmap icon d3-heatmap

Interactive D3.js heatmap built for data exploration

hyperas icon hyperas

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

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

spotifav icon spotifav

🀘 Map out your musical taste on Spotify with machine learning

step2heart icon step2heart

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

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

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