LSHist/histogram

This repository is dedicated to the histogram model (theory and implementation) that can be used for data analysis and information retrieval.

About himpy

himpy is a Python package that implements Histogram Model (or Logic-Set Histogram - LSHist)

Theory

• Introduction To Histogram Model
• Multidimensional Histogram Model
• Inverted Indexing in Histogram Model

Examples

• Histogram Model: Color Feature (jupyter | html)
• Histogram Model: Color and Position Features (jupyter | html)
• Histogram Model: Image Objects (jupyter | html)
• Histogram Model: Image Objects with Depth (jupyter | html)

Installation

You can install from PyPI by using pip:

pip install himpy

Another way is to install the latest development version directly from the GitHub repository:

pip install git+https://github.com/lshist/histogram.git

Or clone the repository:

git clone https://github.com/lshist/histogram.git
cd histogram
pip install .