GitHub - 1gamedoctor/WeatherPrediction: Prediction of weather using weather data of last 20 years using Neural Networks.

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Prediction of weather using weather data of last 20 years using Neural Networks.

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Labels		Labels
Predict.py		Predict.py
Readme		Readme
Train.py		Train.py
my_model_architecture.json		my_model_architecture.json
my_model_weights.h5		my_model_weights.h5
predict.txt		predict.txt
weather-data.txt		weather-data.txt

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Data labels from year 1997 to 2015 and the attributes are as following,

Max Temperature

Min Temperature

Max DewPoint

Min DewPoint

Max Humidity

Min Humidity

Max Pressure

Min Pressure

Max Visibility

Min Visibility

Mean Wind Speed


Here Neural Networks with backpropagation is used and the algorithm predicts the correct weather. For the implementation
Keras library is used.