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trimap's Introduction

Trimap

Original repo

Files:

  • trimap.h - the entire implementation
  • setup.sh - clones AnnoyLib. Run this first
  • prepare_mnist_data.py and mnist_data - Mnist data from SKLearn after running through PCA. This implementation does little data preprocessing, but the original article strongly suggests running PCA if the number of dimensions is high (>100).
  • demo.py - usage example of the original implementation
  • test_mnist.cpp - usage example
  • plots.py - compares demo.py and test_mnist results

The result of running test_mnist and plots.py:

Results

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