See a discussion http://stackoverflow.com/questions/43791092/way-to-save-the-whole-environment-in-h2o
See a jupiter demo https://github.com/mmagnus/h2o_utils/blob/master/h2o_utils_demo.ipynb
python h2o_utils.py
H2OUtils: connect to H2O
Checking whether there is an H2O instance running at http://localhost:54321. connected.
-------------------------- ----------------------
H2O cluster uptime: 56 mins 05 secs
H2O cluster version: 3.10.4.5
H2O cluster version age: 16 days
H2O cluster name: magnus
H2O cluster total nodes: 1
H2O cluster free memory: 1.476 Gb
H2O cluster total cores: 4
H2O cluster allowed cores: 4
H2O cluster status: locked, healthy
H2O connection url: http://localhost:54321
H2O connection proxy:
H2O internal security: False
Python version: 2.7.13 final
-------------------------- ----------------------
Models for rx: ^dp.+0: ['dp_grid_model_0']
Models for rx: ^dp.+0: ['dp_grid_model_0']
Save modeldp_grid_model_0 to /tmp//dp_grid_model_0
H2O session _sid_bea5 closed.
python test_grid.py
H2OUtils: connect to H2O
Checking whether there is an H2O instance running at http://localhost:54321. connected.
-------------------------- ----------------------
H2O cluster uptime: 1 hour 35 mins
H2O cluster version: 3.10.4.5
H2O cluster version age: 16 days
H2O cluster name: magnus
H2O cluster total nodes: 1
H2O cluster free memory: 1.484 Gb
H2O cluster total cores: 4
H2O cluster allowed cores: 4
H2O cluster status: locked, healthy
H2O connection url: http://localhost:54321
H2O connection proxy:
H2O internal security: False
Python version: 2.7.13 final
-------------------------- ----------------------
grid-ff50c4f6-c015-4e9c-a482-819efa061eb5
activation model_ids \
0 Rectifier grid-ff50c4f6-c015-4e9c-a482-819efa061eb5_model_0
1 RectifierWithDropout grid-ff50c4f6-c015-4e9c-a482-819efa061eb5_model_1
residual_deviance
0 0.2607234254884427
1 0.4224899744556164
Save modelgrid-ff50c4f6-c015-4e9c-a482-819efa061eb5_model_0 to /tmp//grid-ff50c4f6-c015-4e9c-a482-819efa061eb5_model_0
Save modelgrid-ff50c4f6-c015-4e9c-a482-819efa061eb5_model_1 to /tmp//grid-ff50c4f6-c015-4e9c-a482-819efa061eb5_model_1
H2O session _sid_967a closed.