TESS
phyts_tess
Predict a star's rotation from its brightness measurements.
- Light curve
- Regression
- Paper task
- Recommended first
Case studies
SIDERIUS on real scientific tasks
Each is a task package with a notebook tutorial in siderius-exp (opens in a new tab).
Oxford-IIIT Pet
oxford_iiit_pet
Classify pet images by breed.
- Images
- Classification
- Supplementary
DAVIS
davis_future_prediction
Predict four future video frames.
- Video
- Spatiotemporal
- Supplementary
Paper
Physics time series
Four tasks studied in the SIDERIUS paper.
TIDMAD
Recover a waveform from noisy detector data
TESS
Predict stellar rotation from a light curve
Project8
Predict electron energy from time and frequency views
LIGO
Predict chirp mass from two detector channels
Read the paper (opens in a new tab)Paper artifact reference (opens in a new tab)Reported results
More tasks
MJD / Majorana, SuperNEMO and cancer-gene ranking also have notebook tutorials.