• Hackathon de l’ENSAE
    • Hackathon ENSAE / La Croix-Rouge / DataForGood / Microsoft - 2015
    • Hackathon ENSAE / La Croix-Rouge / Crésus / Genius / Ernst & Young - 2016
    • Hackathon ENSAE / Label Emmaüs / Latitudes / Genius / Ernst & Young - 2017
    • Hackathon ENSAE / BRGM / Microdon / Latitudes / Genius / Ernst & Young - 2018
  • Défis
    • Challenges
    • Coding Problems
  • Antisèches et exemples
    • API
    • Cheat sheets
    • Examples on machine learning
    • End to end examples
    • Notebook Gallery
    • Blog Gallery
  • FAQ, notebooks
    • FAQ
    • Bouts de code en cas de besoin
    • Magic commands
    • ensae_projects
    • Changes
  • blog page - 1/1
  • License
  • Glossaire
  • Index

Examples on machine learning¶

  • Machine Learning and any data

  • Machine Learning and images

Machine Learning and any data¶

  • PCA (Principal Component Analysis)
    • Download data
    • PCA with scikit-learn
    • PCA with scikit-learn and normalization
    • PCA with statsmodels
    • PCA with statsmodels and normalization
  • OnlineNewPopularity (data from UCI)
    • Download data
    • Corr-Pair-Plots and scales
    • Outcome, cleaning scaling
    • learning
    • t-SNE

Machine Learning and images¶

  • Image to features
    • OpenCV