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MLAcceleration

This is the code from my Master's thesis "Multidimensional extrapolation methods with some machine learning applications" at the University of Wrocław.

Files

  • extrapolation.py - contains implementations of the tested extrapolation methods
  • experiments.py, logistic_regression.py - code for experiments with logistic regression
  • nn_extrapolation.py - implementation of acceleration methods for neural networks
  • nn_utils.py - helper code for neural network experiments

All experiments were performed using Jupyter notebooks included in the notebooks directory.

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Code for my Master thesis

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