damakye-lda 0.1.0

A Python package for Linear Discriminant Analysis (LDA)

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damakye_lda

damakye_lda

damakye_lda is a Python package designed to perform Linear Discriminant Analysis (LDA) on datasets and display the resulting classification report and LDA analysis details. This package is built to help with analyzing datasets through dimensionality reduction and classification using LDA.

Features

• Load datasets from CSV files.
• Perform Linear Discriminant Analysis (LDA) on a given dataset.
• Display classification reports with precision, recall, and F1-score metrics.
• Provide LDA analysis details such as mean vectors, explained variance ratios, and coefficients.

Installation

You can install damakye_lda using pip. First, clone this repository or download the package, and then run the following command in the terminal:

pip install -e . 624f040 (Add .gitignore to exclude unnecessary files)