Issues

• Experiment with static storage of context vectors

  DM1122/fpcnn#31 · Filter by author adimaggio2021 opened on Dec 4, 2021
  

• Optimize decompress

  enhancement
  DM1122/fpcnn#30 · Filter by author rararani opened on Nov 20, 2021
  

• Write missing tests

  DM1122/fpcnn#27 · Filter by author rararani opened on Nov 20, 2021

• Implement batch loss for decompress()

  DM1122/fpcnn#26 · Filter by author rararani opened on Nov 20, 2021

• Write hyperparameters to Tensorboard

  DM1122/fpcnn#25 · Filter by author rararani opened on Nov 20, 2021

• Add more test datasets

  DM1122/fpcnn#23 · Filter by author rararani opened on Nov 20, 2021
  

• C implementation of encoding pipeline

  DM1122/fpcnn#22 · Filter by author rararani opened on Nov 20, 2021
  

• Investigate effect of noise on compression performance

  DM1122/fpcnn#21 · Filter by author rararani opened on Nov 20, 2021
  

• Let batch builder take an arbitrary number of offsets

  DM1122/fpcnn#20 · Filter by author rararani opened on Nov 20, 2021

• Look into usability of type hints

  DM1122/fpcnn#19 · Filter by author rararani opened on Nov 20, 2021

• Look into TF subclassing API for model definition

  DM1122/fpcnn#18 · Filter by author rararani opened on Nov 20, 2021
  

• Analyze the effect of datacube pre-scaling to compression performance

  DM1122/fpcnn#17 · Filter by author rararani opened on Nov 20, 2021
  

• Move to lazy logging

  low priority
  DM1122/fpcnn#16 · Filter by author rararani opened on Nov 20, 2021

• Move to pathlib

  low priority
  DM1122/fpcnn#15 · Filter by author rararani opened on Nov 20, 2021

• Update notebooks

  low priority
  DM1122/fpcnn#14 · Filter by author rararani opened on Nov 20, 2021

• Write model graph to Tensorboard

  DM1122/fpcnn#13 · Filter by author rararani opened on Nov 20, 2021

• Establish hyperparameter optimization framework

  high priority
  DM1122/fpcnn#12 · Filter by author rararani opened on Nov 20, 2021
  

• Implement warmstarting

  DM1122/fpcnn#11 · Filter by author rararani opened on Nov 20, 2021
  

• Experiment with activation function

  high priority
  DM1122/fpcnn#10 · Filter by author rararani opened on Nov 20, 2021
  

• Improve context selection edge cases

  DM1122/fpcnn#9 · Filter by author rararani opened on Nov 20, 2021
  

• Add printlib function to handle logging of array types

  DM1122/fpcnn#7 · Filter by author rararani opened on Nov 20, 2021

• Direct logging to stdout as well as stderr

  DM1122/fpcnn#6 · Filter by author rararani opened on Nov 20, 2021

• Look into datacube preprocess averaging

  DM1122/fpcnn#5 · Filter by author rararani opened on Nov 20, 2021