model-selection

From a slack message:

Hi, So I observed that if you deploy a deployment with more replicas than the available resources serve keeps trying to allocate them waiting for autoscaler.

(pid=125021) 2021-09-07 20:52:42,899    INFO http_state.py:75 -- Starting HTTP proxy with name 'pfaUeM:SERVE_CONTROLLER_ACTOR:SERVE_PROXY_ACTOR-node:192.168.1.13-0' on node 'node:192.168.1.13-0' listening on '12

Repro: run automl on city_rev.csv

TypeError using the default encoder: Object of type PipelineBaseMeta is not JSON serializable; Will use string representation instead.

Cloudwatch link

We should add a description to each feature defined in smartcore in the Cargo.toml file, we could use as example the Cargo.toml file of the serde project.

We should add also the documentation for the "serde" feature that currently is not present in the Cargo.toml file.

Not sure if we can u

Describe the solution you'd expect
This issue is meant to guide and support people who want to add an external reference showcasing the usage of this package, these references will be shown here

You can add a blog post, a video, a kaggle notebook or an article. You can add the link of the content in the file d

Is your feature request related to a problem? Please describe.
Feature is not directly related to a problem, but is rather an enhancement of existing functionality. As suggested by Julian King on the facet Slack channel, we could add Maximum Relevance Minimum Redundancy (MRMR) as a feature selection algorithm.

The algorithm is explained in the following papers:
https://arxiv.org/pdf/1