Image Classification model for Weather Prediction

Project for predict daily rain. This model uses RNN for train secuencial data based on daily data.

A weather app made mostly using Java. 3rd semester Java Project

Created a single page application to display weather prediction for any city of user’s choice with the help of React.js and OpenWeatherMap API. Hourly forecasting per day is also shown

This project focuses on predicting the weather for the next day using a classification model. Both RandomForest and GradientBoosting classifiers were tested with grid search for hyperparameter tuning. The dataset used for this project is available at Kaggle.

The model should predict whether is it going to rain the next day coming or it isn't. The models that have been deployed were TensorFlow Sequential, Random Forest Classifier and GradientBoostingClassifier. The best model on both training and test set was achieved with Gradient Boosting Classifier with 95.2% and 85.5% accuracy on the train and test.

A real-time weather forecasting app built with React and OpenWeatherMap API. Check out the current weather conditions of any city at a glance!

Deep Learning based Weather Prediction

In this repository, I’ve built a Python program that predicts temperature trends using real historical data from the Daily Delhi Climate dataset.

Welcome to Weather Prediction: your AI Python-powered weather forecasting ally

Snowfall prediction using deep learning models and NOAA buoy data.

Image classification on weather images

A Python Web App to Predict Weather

Arduino-based weather predictor

Computing the cost of different models (false positives vs. false negatives) using their weighted confusion matrix.

This code produces weather forecasting data.

In this project I used past three years data of climate having key attributes like rainfall, wind speed, direction, temperature etc and predict calamity on the basis of these key attributes for next year three years using logestic regression technique and also perform descriptive data analysis.

This is the main repo of the XploreLanka project

Weather Prediction