Add support for hyperparameter tuning jobs#1

Merged

laurenyu merged 61 commits intohyperparameter-tuning-supportfrom

May 31, 2018

Commits on Mar 28, 2018

Add pytorch estimator and model. Initial commit.
nadiaya
committed

Commits on Mar 30, 2018

Add integ tests.
nadiaya
committed

Commits on Apr 11, 2018

Do not try to reattach to the training job when running locally since it's not yet supported.
nadiaya
committed
Local mode does not propagate errors raised in the customer script.
nadiaya
committed

Commits on Apr 12, 2018

Do not use local mode in integ tests yet.
nadiaya
committed

Commits on Apr 21, 2018

Commits on Apr 26, 2018

Commits on Apr 30, 2018

Merge pull request #4 from aws/pytorch-prediction
nadiaya
authored

Commits on May 9, 2018

Define and use HpoParameter for hyperparameters in 1P algorithms. (#5)
lukmis
authored

Commits on May 14, 2018

Minimal changes to demonstrate creation of HPO job. (#8)
lukmis
authored

Commits on May 15, 2018

Create job base class
Dan Choi
committed
Doc updates and style updates
Dan Choi
committed

Commits on May 16, 2018

Add unit tests
Dan Choi
committed
Doc fix
Dan Choi
committed
Merge pull request #9 from aws/refactor_job
ChoiByungWook
authored

Commits on May 17, 2018

Cleanup hpo branch (#13)
laurenyu
authored

Commits on May 18, 2018

Refactor training job class (#10)
ChoiByungWook
authored

Commits on May 21, 2018

Commits on May 23, 2018

Commits on May 29, 2018