PathologyDataScience/glimr

Issues

• Fix trial numbering mismatch in the experiment_table function

  #62 opened a year ago by Tilly-S
  3

• Integrate K-fold cross-validation into glimr tuning

  #59 opened a year ago by RaminNateghi
  7

• Tuning search space should not be large

  #61 opened a year ago by RaminNateghi
  0

• PBT TuneError in perturbing config

  #50 opened a year ago by lawrence-chillrud
  4

• Investigate conditional search spaces

  #22 opened a year ago by cooperlab
  2

• remove functions from search space using prune_constants, applied to conditional tuning

  #57 opened a year ago by RaminNateghi
  2

• Allocated resources not scaling trials

  #26 opened 2 years ago by cooperlab
  9

• Modify extraction function to extract epoch information

  #54 opened a year ago by Tilly-S
  1

• function to visualize the run of an experiment

  #42 opened a year ago by Tilly-S
  2

• Allow for custom stopper object

  #47 opened a year ago by lawrence-chillrud
  2

• Update get_top_k_trials for losses

  #46 opened a year ago by cooperlab
  0

• update notebooks

  #41 opened a year ago by cooperlab
  1

• capture loss values during training

  #43 opened a year ago by cooperlab
  2

• restore is broken again

  #44 opened a year ago by cooperlab
  0

• Trial reports only show last epoch performance

  #27 opened a year ago by cooperlab
  1

• Model averaging of top trials

  #28 opened 2 years ago by cooperlab
  2

• Create a function to trim constants from the PBT mutations dict

  #20 opened a year ago by cooperlab
  3

• restore is broken

  #33 opened a year ago by cooperlab
  2

• Dictionary Key Indexing

  #29 opened a year ago by NilakshanKunananthaseelan
  2

• Prevent callables from using kwargs

  #35 opened a year ago by cooperlab
  2

• Update description of loss/metric handling

  #34 opened a year ago by cooperlab
  1

• loss and metric validation functions

  #32 opened a year ago by cooperlab
  1

• Support metric and loss kwargs

  #30 opened a year ago by cooperlab
  3

• Add AdamW to the optimization search space

  #21 opened a year ago by cooperlab
  1

• Multi-output models raise errors

  #23 opened 2 years ago by cooperlab
  1

• Cleanup docstrings

  #13 opened 2 years ago by cooperlab
  1

• Remove batch from optimization_space

  #14 opened 2 years ago by cooperlab
  2

• Add tune, air extras for ray dependency

  #17 opened 2 years ago by cooperlab
  2

• Allow non-class losses

  #15 opened 2 years ago by cooperlab
  2

• Improve notebook for Search class

  #9 opened 2 years ago by cooperlab
  2

• Notebook for use on a Ray cluster

  #11 opened 2 years ago by cooperlab
  0

• Testing

  #10 opened 2 years ago by cooperlab
  0

• Allow overriding of hyperparameter notation

  #1 opened 2 years ago by cooperlab
  1

• Support kwargs for metrics and losses

  #3 opened 2 years ago by cooperlab
  2

• Allow multiple losses per output

  #2 opened 2 years ago by cooperlab
  2

• Improve search space documentation

  #6 opened 2 years ago by cooperlab
  2

• Support dataloader kwargs

  #4 opened 2 years ago by cooperlab
  2