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PathologyDataScience
/
glimr
A simplified wrapper for hyperparameter search with Ray Tune.
Apache License 2.0
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fix trial numbering mismatch
#63
marinayad
closed
10 months ago
0
Fix trial numbering mismatch in the experiment_table function
#62
Tilly-S
closed
10 months ago
3
Tuning search space should not be large
#61
RaminNateghi
opened
11 months ago
0
issue-59 - add cross validation(cv) for tuning
#60
RaminNateghi
closed
11 months ago
3
Integrate K-fold cross-validation into glimr tuning
#59
RaminNateghi
closed
11 months ago
7
update prune_constants to remove conditional functions
#58
RaminNateghi
closed
1 year ago
0
remove functions from search space using prune_constants, applied to conditional tuning
#57
RaminNateghi
closed
1 year ago
2
issue 26 - add distributed tuning on multiple GPUs
#56
RaminNateghi
closed
1 year ago
4
modified get_trial_info to extract all epoch info
#55
Tilly-S
closed
1 year ago
1
Modify extraction function to extract epoch information
#54
Tilly-S
opened
1 year ago
1
update __init__.py to include new function
#53
Tilly-S
closed
1 year ago
0
get_trial_info function created
#52
Tilly-S
closed
1 year ago
0
Merge dev to branch 42
#51
Tilly-S
closed
1 year ago
0
PBT TuneError in perturbing config
#50
lawrence-chillrud
closed
12 months ago
4
Allowed for custom stopper object in init call of Search class
#49
lawrence-chillrud
closed
1 year ago
0
Issue 46 update get top k trials for losses
#48
lawrence-chillrud
closed
1 year ago
0
Allow for custom stopper object
#47
lawrence-chillrud
closed
1 year ago
2
Update get_top_k_trials for losses
#46
cooperlab
closed
1 year ago
0
Issue 43 capture loss values during training
#45
cooperlab
closed
1 year ago
0
restore is broken again
#44
cooperlab
opened
1 year ago
0
capture loss values during training
#43
cooperlab
closed
1 year ago
2
function to visualize the run of an experiment
#42
Tilly-S
closed
1 year ago
2
update notebooks
#41
cooperlab
opened
1 year ago
1
Wrote get_top_k_trials() fn to return pandas df of top trials of ray tune exp
#40
lawrence-chillrud
closed
1 year ago
4
Issue 20 pruning function to prepare search space config dict for PBT scheduler
#39
lawrence-chillrud
closed
1 year ago
2
Issue 33 restore is broken
#38
cooperlab
closed
1 year ago
1
issue-29-Dictionary_Key_Indexing
#37
cooperlab
closed
1 year ago
0
issue-35-Prevent_callables_from_using_kwargs
#36
cooperlab
closed
1 year ago
2
Prevent callables from using kwargs
#35
cooperlab
closed
1 year ago
2
Update description of loss/metric handling
#34
cooperlab
closed
1 year ago
1
restore is broken
#33
cooperlab
closed
1 year ago
2
loss and metric validation functions
#32
cooperlab
opened
1 year ago
1
issue-30-Support_metric_and_loss_kwargs
#31
cooperlab
closed
1 year ago
2
Support metric and loss kwargs
#30
cooperlab
closed
1 year ago
3
Dictionary Key Indexing
#29
NilakshanKunananthaseelan
closed
1 year ago
2
Model averaging of top trials
#28
cooperlab
opened
1 year ago
2
Trial reports only show last epoch performance
#27
cooperlab
closed
1 year ago
1
Allocated resources not scaling trials
#26
cooperlab
opened
1 year ago
9
issue 21 Add AdamW to the optimization search space
#25
cooperlab
closed
1 year ago
3
Issue 23 - multi-output models fail
#24
cooperlab
closed
1 year ago
1
Multi-output models raise errors
#23
cooperlab
closed
1 year ago
1
Investigate conditional search spaces
#22
cooperlab
closed
12 months ago
2
Add AdamW to the optimization search space
#21
cooperlab
closed
1 year ago
1
Create a function to trim constants from the PBT mutations dict
#20
cooperlab
closed
1 year ago
3
Issue 14 remove batch from optimization space
#19
cooperlab
closed
1 year ago
0
issue 17 Add tune, air extras for ray dependency
#18
cooperlab
closed
1 year ago
0
Add tune, air extras for ray dependency
#17
cooperlab
closed
1 year ago
2
issue 15 Allow non-class losses
#16
cooperlab
closed
1 year ago
0
Allow non-class losses
#15
cooperlab
closed
1 year ago
2
Remove batch from optimization_space
#14
cooperlab
closed
1 year ago
2
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