https://github.com/vaibhavs10/learn-ml

Modified notebooks (single) from kaggle.com/learn with added nuances
https://github.com/vaibhavs10/learn-ml

decision-trees machine-learning pandas random-forest scikit-learn

Last synced: 17 days ago
JSON representation

Modified notebooks (single) from kaggle.com/learn with added nuances

• Host: GitHub
• URL: https://github.com/vaibhavs10/learn-ml
• Owner: Vaibhavs10
• Created: 2018-02-03T16:04:08.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-02-04T12:24:30.000Z (almost 7 years ago)
• Last Synced: 2023-08-26T05:22:32.539Z (over 1 year ago)
• Topics: decision-trees, machine-learning, pandas, random-forest, scikit-learn
• Language: Jupyter Notebook
• Size: 190 KB
• Stars: 1
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Learn Machine Learning (Under Development)

## Notebooks

* **learn-ml-1:** Loading data, selecting and filtering, DecisionTreeRegressor, RandomForestRegressor, validation

* **learn-ml-2:** get_dummies (categorical variables), missing value (fillna, dropna, Imputer)

## Commit History

* Commit 1: Added End-End pipeline for building a RandomForestRegressor model and testing it

* Commit 2: Added Categorical and Missing value handling to existing pipeline