https://github.com/sempwn/west-nile-virus

Kaggle West Nile Virus exploration and prediction
https://github.com/sempwn/west-nile-virus

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Kaggle West Nile Virus exploration and prediction

• Host: GitHub
• URL: https://github.com/sempwn/west-nile-virus
• Owner: sempwn
• License: mit
• Created: 2017-09-30T18:01:48.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-11-24T01:00:25.000Z (about 7 years ago)
• Last Synced: 2024-10-12T01:22:39.960Z (3 months ago)
• Language: Jupyter Notebook
• Size: 4.56 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Kaggle West Nile Virus competition

Exploration of [kaggle](https://kaggle.com) competition on predicting the presence of

[West Nile Virus](https://www.kaggle.com/c/predict-west-nile-virus/leaderboard).

## Dependencies

Some packages used in python:

* Pandas

* keras

* xgboost

Packages used in R:

* R-INLA

## Notebooks and examples

____

* Example of geospatial fit: [here](./spatial_fit.pdf).

* [Notebook](./data_exploration.ipynb) on data exploration.

* [Notebook](./xgb_play.ipynb) on xgboost.

* [Notebook](./keras_play.ipynb) on keras neural network.