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dimensionality_reduction's Introduction

Dimensionality Reduction

Basic repository implemented with,

  • PCA
  • T-SNE

Run Command

python dim_reduction.py conf.json
Configuration

configure your changes in conf.json

Example :

{
  "data": "iris.csv",
  "columns": [
    "sepal.length",
    "sepal.width",
    "petal.length",
    "petal.width"
  ],
  "label": "variety",
  "method": "tsne",
  "output_csv": "out.csv"
}

Output

  • out.csv dimensionality reduced file
  • Plotly output in HTML 3D Plot

dim

dimensionality_reduction's People

Contributors

bhachauk avatar

Watchers

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