Related Issues (20)
- Experiment with activation function
- Implement warmstarting
- Establish hyperparameter optimization framework
- Write model graph to Tensorboard
- Update notebooks
- Move to pathlib
- Move to lazy logging
- Analyze the effect of datacube pre-scaling to compression performance
- Look into TF subclassing API for model definition
- Look into usability of type hints
- Let batch builder take an arbitrary number of offsets
- Investigate effect of noise on compression performance
- C implementation of encoding pipeline
- Add more test datasets
- Write hyperparameters to Tensorboard
- Write missing tests
- Optimize decompress
- Experiment with static storage of context vectors
- Improve context selection edge cases
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