search

tensorflow / skflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning
Apache License 2.0
3.18k stars 439 forks source link

Early stopping option (Fixed #61) #62

Closed terrytangyuan closed 8 years ago

terrytangyuan commented 8 years ago

Fixes #61

Realized that in the future we may need to re-factor doc-strings for those subclasses of TensorFlowEstimator or it's going to be a lot of adding and deleting.

codecov-io commented 8 years ago

Current coverage is 94.84%

Merging #62 into master will decrease coverage by -0.14% as of b258164

@@            master     #62   diff @@
======================================
  Files           31      32     +1
  Stmts          957     990    +33
  Branches         0       0       
  Methods          0       0       
======================================
+ Hit            909     939    +30
  Partial          0       0       
- Missed          48      51     +3

Review entire Coverage Diff as of b258164

Powered by Codecov. Updated on successful CI builds.

ilblackdragon commented 8 years ago

Thanks for doing this! I was thinking of something with moving window average/std dev, but this is simpler and will work pretty well!

terrytangyuan commented 8 years ago

No problem. One simple test was added to assert whether there's improvement using early stopping. Example was also added.