mapbox / mapbox/gabbar

Graph attribute importance scores along with top 5

Open
#68 1 comment 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

Dominant language
Jupyter Notebook
Stars
19
Forks
6
PR merge metrics
No merged PRs in 30d

Description

In the Jupyter notebook, we currently display the 5 attributes that have the highest importance scores in a table, like below. Let's have a graph with all the attributes and their scores.

screen shot 2017-06-16 at 6 16 36 am

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by locating the Jupyter notebook section that displays the top five attribute importance scores and inspect how those scores are produced. Run the notebook to reproduce the current table, then verify that the completed work shows a graph containing all attributes and their scores alongside the existing top-five display.

Written by the indexing model from the issue text.

Assessment

Tech stack
jupyter-notebook, scikit-learn
Domain
data-visualization, machine-learning
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
45/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.