What is the problem?

cc @amogkam @krfricke @richardliaw

Since we removed Jenkins from our build, we need to remove this tag from the repo.

I'm using mxnet to do some work, but there is nothing when I search the mxnet trial and example.

with the Power Transformer.

Motivation

Examples in the API reference should be pedagogical. The plot for the contour plot is not with somewhat poorly visible categorical parameter values.

Description

The contour plot example could use a better suited objective function

If enter_data() is called with the same train_path twice in a row and the data itself hasn't changed, a new Dataset does not need to be created.

We should add a column which stores some kind of hash of the actual data. When a Dataset would be created, if the metadata and data hash are exactly the same as an existing Dataset, nothing should be added to the ModelHub database and the existing

It would be nice to use it's flexibility.

Need further investigation.

Related:

• Epistimio/orion#335
• Epistimio/orion#359