Projects in Awesome Lists tagged with weather-prediction
A curated list of projects in awesome lists tagged with weather-prediction .
https://github.com/microsoft/aurora
Implementation of the Aurora model for Earth system forecasting
atmospheric-chemistry aurora-model deep-learning foundation-models ocean-waves tropical-cyclone-tracking weather-prediction
Last synced: 15 May 2025
https://github.com/kyegomez/aurora
Implementation of the paper: "Aurora: A Foundation Model of the Atmosphere" in PyTorch
agents ai ml multi-agent weather weather-prediction
Last synced: 07 May 2025
https://github.com/casperkristiansson/weather-predictor
Weather Prediction Application - Using a IoT device and past data this application predicts future weather
app-service forecasting ii1302 iot iot-hub machine-learning microsoft-azure projects-and-project-methods react rest-api time-series virtual-machine weather weather-data weather-prediction
Last synced: 12 Apr 2025
https://github.com/sulavgaire/weather-prediction
Engineering Minor Project - High altitude weather detection and prediction using ML and LoRa.
flask lora nodejs tensorflow2 weather-prediction
Last synced: 28 Feb 2025
https://github.com/abbe98/yr-py
Wrapper for the YR.no API, for near time weather prediction.
Last synced: 06 Apr 2025
https://github.com/kaoutarmi/rainfall-prediction-classifier
The Rainfall Prediction Classifier project predicts whether it will rain the next day using various machine learning algorithms. It utilizes a dataset from the Australian Government's Bureau of Meteorology and applies multiple classification models.
classification data-preprocessing jupyter-notebook machine-learning model-evaluation python weather-prediction
Last synced: 07 Mar 2025
https://github.com/afifahhadie/weather-prediction
A simple Jupyter Notebook project that analyzes and visualizes weather data using Python. It helps identify trends and patterns in weather conditions through data-driven insights.
algorithm classification data-science jupyter-notebook machine-learning pandas prediction-model python python3 visualization weather weather-prediction
Last synced: 17 Mar 2025
https://github.com/pradeish29/cloudburst-prediction-flask
cloud burst prediction website rendered using flask from a pretrained ml model
cloudburst flask prediction python3 random-forest weather-api weather-prediction
Last synced: 26 Mar 2025
https://github.com/sundanc/weatherprediction
This project implements a weather prediction system that predicts the temperature based on real-time weather data, including features like humidity, wind speed, and day-related features (day of the week, month
machine-learning machinelearning numpy pandas programming python scikit-learn scikitlearn-machine-learning weather-prediction
Last synced: 01 Apr 2025
https://github.com/abhinavkumar2369/weather-now
A Weather Prediction 🌤️ & Visualization 📊 System using random forest technique to forecast weather based on various parameters.
flask mongodb numpy python scikit-learn weather-prediction
Last synced: 02 Apr 2025
https://github.com/sarangs1621/weather-prediction
Weather Prediction Using Machine Learning is a project that leverages machine learning algorithms to predict weather conditions based on historical data. It evaluates three popular ML models (Decision Tree, KNN, and Logistic Regression) and provides performance insights through metrics and visualizations.
data-analysis decision-tree jupyter-notebook knn logistic-regression machine-learning predictive-modeling python scikit-learn weather-prediction
Last synced: 20 Mar 2025
https://github.com/louis-alexandre-laguet/rain-prediction-dl-ml
This project aims to predict rainfall using machine learning and deep learning models. It includes data analysis, preprocessing, and the application of algorithms like Logistic Regression, SVM, Random Forest, and deep learning models like LSTM for the Kaggle Rain Prediction Challenge.
classification data-preprocessing deep-learning hyperparameter-optimization imbalanced-data kaggle-challenge logistic-regression lstm machine-learning pytorch pytorch-lightning rain-prediction random-forest svm weather-prediction
Last synced: 28 Mar 2025
https://github.com/shuyib/london_weather_prediction
The London Weather Project aims to predict the mean temperature in London using historical weather data, involving data cleaning, feature engineering, and modeling with techniques like imputation, transformation, scaling, and the use of Mlflow for tracking model performance and hyperparameters.
data-cleaning data-lab data-science data-visualization datacamp-projects environmental-science feature-engineering forecasting jupyter-notebook machine-learning mlflow open-data python random-forest regression-analysis time-series weather-prediction
Last synced: 29 Mar 2025
