GROUPING HOMES BY WATER USE
===========================

A sample AI project for CBSE Class X, Artificial Intelligence (Subject Code
417), Part C - Project Work. From LambdaLab - https://www.lambdalab.in

WHAT IS IN HERE
  water_groups.py             the program, one section per stage of the AI Project Cycle
  water_groups.ipynb          the same program as a Jupyter notebook
  water_use.csv               the data it reads
  chart1_litres.png           a chart the program draws
  chart2_before.png           a chart the program draws
  chart3_groups.png           a chart the program draws
  chart4_elbow.png            a chart the program draws
  chart5_group_sizes.png      a chart the program draws

HOW TO RUN IT
  1. Install the libraries once:  pip install pandas numpy matplotlib
  2. Keep this folder together - the program looks for its data beside it.
  3. Either run:  python water_groups.py
     or open water_groups.ipynb in Jupyter Notebook and run the cells in order.
  The charts are saved into this folder as PNG files.

THE DATA
  The dataset is a LambdaLab SAMPLE, made by a program to behave like the real
  thing so that the project can be run before you have collected anything.
  It is not real data and must not be presented as though it were. Replace
  it with data you collected, and say in your report where it came from.

THE NO-CODE VERSION
  The curriculum also builds AI projects without code, in Orange Data Mining.
  The report shows how to build this same project there.

The full report, with every section CBSE marks, is on the project's page:
  https://www.lambdalab.in/learn/ai-10-projects/water-use-groups
