saikrithik / Janatahack-Customer-Segmentation

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Janatahack-Customer-Segmentation

Rank 2 Public LB Solution

Problem Statement

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Data at a Glance

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Dependencies

  • Python >3.6
  • pandas
  • numpy
  • scikit-learn
  • matplotlib
  • seaborn
  • lightgbm
  • catboost
  • xgboost
  • rfpimp
  • jupyter notebook

Install dependencies

Pandas:           $ pip install pandas
numpy:            $ pip install numpy
scikit-learn:     $ pip install -U scikit-learn
matplotlib:       $ pip install matplotlib 
seaborn:          $ pip install seaborn
lightgbm:         $ pip install lightgbm
xgboost:          $ pip install xgboost
rfpimp:           $ pip install rfpimp
catboost:         $ pip install catboost

Usage

  • Run the code given in ipython notebook Final.ipynb

Contributors

Team Name: Figured the Trick!
Sai Krithik & Karan Juneja

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Rank 2 Public LB Solution


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Language:Jupyter Notebook 100.0%