Prediction of Weather using Machine Learning and Deep Learning Techniques

Weather conditions in Colombo, Sri Lanka have been predicted using deep learning models such as:

Random Forest Model

Artificial Neural Network(ANN)

Recurrent Neural Network

Through this I learnt about the architecture and the different techniques which could be used to come up with an efficient model.

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
ANN.ipynb		ANN.ipynb
MIT-LICENSE.txt		MIT-LICENSE.txt
NewSl.csv		NewSl.csv
README.md		README.md
RNN(AVG_TEM).ipynb		RNN(AVG_TEM).ipynb
RNN(RF).ipynb		RNN(RF).ipynb
RandomForest.ipynb		RandomForest.ipynb
WeatherSL.csv		WeatherSL.csv
model.h5		model.h5
weather_prediction_model.joblib		weather_prediction_model.joblib
weather_prediction_model.pkl		weather_prediction_model.pkl

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