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una-dinosauria / Rayuela.jl

Code for my PhD thesis. Library of quantization-based methods for fast similarity search in high dimensions. Presented at ECCV 18.

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Expose all parameters

una-dinosauria opened this issue · comments

commented

We want to do automatic alg. configuration, and for that we need to expose all the hyperparameters to the top. Coming to mind right now are

  • Whether to sample with or without replacement when perturbing the solution
  • Whether to initialize with OPQ/OTQ or neither.
  • Whether to reset the Bs after each iteration during OTQ/LSQ training.