malebolge - ML algorithms implementions from scratch

Machine Learning algorithms implementation from scratch in python using just numpy. This involves:

• Unsupervised algorithms
  • Fuzzy c means
  • K means
  • Local Outlier Factor
  • Mahalanobis
  • Mean shift
• Supervised algorithms
  • K Nearest Neighbours
  • Logistic Regression
  • Linear Regression
• Analysis techniques
  • Fisher Discriminant Analysis
  • Independent Component Analysis
  • Linear Discrimiant Analysis
  • Principle Component Analysis
  • Silhouette Analysis
• Helper classes
  • Cluster
  • Image Actor
  • Point

Quick Start

git clone https://github.com/hyouteki/malebolge
pip install -r requirements.txt

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