Issue #3644 describes the reasons why this warning was created. However, I get this warning even with as little as 17 actors:

According to ulimit -n I can safely run many more procs.

Potential solutions:

• Allow to specify number of acceptable actors before warning

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

with the Power Transformer.

Motivated by useful discussions at optuna/optuna#1552.

Motivation

How each sampler in Optuna treat pruned trials and failed trials is different depending on each sampler. It is kind for users to document how pruned or failed trials are processed when suggesting. I think it is a good idea to give the ..note:: section for each sampler's docstrings.

For each sam

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 will be nice to have Exploratory Data Analysis (EDA) similar that is in https://mljar.com

The EDA can be saved in a separate Markdown file and have link to it from the main AutoML readme.

Need further investigation.

Related:

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