/DataScienceTutorials

Data Science Tutorials for CMPS 276/396X at AUB

Primary LanguagePython

Data Science Tutorials

Build Status

In this repository, we include input/output/sample-codes for learning purposes.

Distribution Fitting

  • Main Folder: distribution_fitting/
  • distribution_fitting.py: code that handles fitting several continous distributions on any sample data
  • output: Folder containing outputs of all continuous distributions fitted on the sample data, the results are sorted from best to worst
  • plots: Folder containing the following plots:
    • all_distributions.png: all distributions fitted on the sample data
    • best_fit.png: best distribution fitted on the sample data
    • qq_pp.png: qq & pp plots of some of the top fits.