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Bayesian Inference & Gaussian Processes for Machine Learning

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BIGP-MachineLearning

Bayesian Inference & Gaussian Processes for Machine Learning

This repo will give you some intuition on how to apply gaussian processes.

Intuition-Notebook

Intention

  • Revise GP regression
  • Create concise Jupyternotebook
  • Create minimal interactive data visualization with streamlit
  • Showcase for portfolio

Directories

  • notebooks/: gaussian processes implementation from scratch.

  • streamlitapp/: python script for data visialization.

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