TimeSeries Pretrain Tests

Datasets and Setup

Navigate to timeseriesclassification.com and download the sktime formatted ts files at ./datasets/.

pip install -r requirements.txt and launch tests.ipynb

To Do List

• LSTM Autoencoder
• Transformer
• ConvNet
• Denoising Autoencoder(s) w/ Augmentations
• Hyperparameter Sweep
• Two Stage Fine Tuning
• Bigger Datasets