Bangladesh-Rainfall

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Bangladesh-Rainfall

(★ 9)

Time Series data Analysis of Rainfall in Bangladesh

Bangladesh-Rainfall 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

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# Bangladesh-Rainfall
Analyzing the rainfall in Bangladesh over the years and predicting the amount of rainfall (in mm) in future. The data-set being used is a time series data-set. A comparison is made between multiple Machine learning algorithm.

## Motivation
Project was created to make comparison (of accuracy) between different types of Machine learning Algorithms. The goal of the project is to tune the algorithms in such a way that the accuracy of prediction is maximized.

## Data-set
Data-set being used in this project can be found on kaggle or you can use this [link](https://www.kaggle.com/redikod/historical-rainfall-data-in-bangladesh) to go directly to the data-set

## Screen shots
Actual data -> Red dot, Green line 
Predicted data -> Blue line 
- Full year plot
![alt text](https://github.com/arnavgarg123/Bangladesh-Rainfall/blob/master/Images/FullYearPlot(SVM).png)
- Month Wise plot
![alt text](https://github.com/arnavgarg123/Bangladesh-Rainfall/blob/master/Images/MonthlyPlot(SVM).png)
Similar Plots available in project for all Four algorithm used in comparison.

## How to use?
### Clone
- Clone this repo to your local machine using https://github.com/arnavgarg123/Bangladesh-Rainfall.git
### Setup
- Make surer you have jupyter notebook installed on your system with python 3 kernel.
- Using terminal/cmd navigate to the folder containing the files of this repo and run the command `juputer-notebook`.
- Now open BangladeshRainfall.ipynb file on jupyter notebook.

## Contributing
### Step 1
 - Clone this repo to your local machine using https://github.com/arnavgarg123/Bangladesh-Rainfall.git 
### Step 2
 - HACK AWAY! 
### Step 3
 - Create a new pull request

## License

[![License](https://img.shields.io/github/license/arnavgarg123/Bangladesh-Rainfall.svg?color=ye)](http://badges.mit-license.org) 
This project is licensed under the MIT License - see the [LICENSE.md](https://github.com/arnavgarg123/Bangladesh-Rainfall/blob/master/LICENSE.md) file for details

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