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Mindlab Prob. Prog. Training day

Repository for the Probabilistic Programming Course for Mindlab

25-26th February 2020

 DataJavelin Ltd, Dr Peter Hurley and Dr Philip Rooney

Files

  • Mindlab_Course.ipynb: Notebook for first part of course
  • Mindlab_Course_PartII.ipynb: Notebook for second part of course
  • Mindlab_Course_PartIII.ipynb: Notebook for second part of course
  • assets/: folder containing images used in notebooks
  • orig_golf_data.txt golf data for part II and III
  • Dockerfile: Dockerfile for building docker container
  • ./Baileys/* Folder containing the Specific Mindlab model notebooks

Requirements for Course

A laptop with working Python 3 installation with PyStan and Jupyter notebook installed would be useful.

Alternatively, participants can use our docker image, which has fully working software stack (including Jupyter notebook). Can be found on our docker hub repository https://hub.docker.com/r/datajavelin/mindlab:0.3 and would suggest downloading before course.