weather-prediction | Topic | Ecosyste.ms: Repos

Topic: "weather-prediction"

microsoft/aurora

Implementation of the Aurora model for Earth system forecasting

Language: Python - Size: 10.6 MB - Last synced at: 5 days ago - Pushed at: 24 days ago - Stars: 334 - Forks: 53

berkgulay/weather-prediction-from-image

ML project to predict weather condition in given image

Language: Python - Size: 73.3 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 61 - Forks: 19

m-a-y-a-n-k/Weather-Prediction-Using-Neural-Networks

Machine Learning Project for classifying Weather into ThunderStorm (0001) , Rainy(0010) , Foggy (0100) , Sunny(1000) and also predict weather features for next one year after training on 20 years data on a neural network This is my first Machine Learning Project. Steps To run the project: Extract the files into a single directory ( say "MyWeatherProject" ) Open Octave(GUI) and go to the above directory Type the following in the COMMAND WINDOW : "YearlyForecast();" (without double quotes) Open the files "PredictionWeather1997.txt" to "PredictionWeather2016.txt" and compare with actual results from "Weather1997.txt" to "Weather2015.txt". Curves are plotted to compare predictions with actual weather conditions and they will be saved in the same directory...

Language: M - Size: 3.17 MB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 22 - Forks: 6

kyegomez/Aurora

Implementation of the paper: "Aurora: A Foundation Model of the Atmosphere" in PyTorch

Language: Python - Size: 2.97 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 21 - Forks: 3

AIArabicProjects/build_first_neural_network_using_pytorch

بناء شبكة عصبونية باستخدام مكتبة بايتورش PyTorch

Language: Jupyter Notebook - Size: 3.65 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 2

CasperKristiansson/Weather-Predictor

Weather Prediction Application - Using a IoT device and past data this application predicts future weather

Language: Jupyter Notebook - Size: 103 MB - Last synced at: 15 days ago - Pushed at: 10 months ago - Stars: 5 - Forks: 6

Hrishikesh332/Weather-Forecasting-Using-ML

The aim of this project to see to do the prediction of the weather using the different types of machine learning model.

Language: Jupyter Notebook - Size: 172 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1

makeyourownmaker/ParametricWeatherModel

Forecast surface temperature based primarily on latitude, longitude, day of year and hour of day in less than 200 lines of python

Language: Jupyter Notebook - Size: 569 KB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 7

antarcticrainforest/RainfallExtremes

Collection of Code for ML algorithms and other stuff in the RP Rainfall Extremes in CLEX

Language: Jupyter Notebook - Size: 264 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1

wasimtikki120/WeatherVista-Interactive-Weather-App

WeatherVista: Your weather, your way. Enjoy a seamless experience with responsive design, dynamic weather icons, and detailed forecasts. Get today's highlights at a glance, and easily search for global weather updates. WeatherVista: Accurate, immersive, and effortlessly intuitive.

Language: JavaScript - Size: 1.52 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

aparna2071/Weather-application

This is a weather prediction app using React

Language: JavaScript - Size: 316 KB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

georgezoto/Coding-in-TensorFlow

Nothing strengthens better your knowledge in Deep Learning than coding an actual model and application. Take the 5 week challenge with Robert, David and George and join us each Friday for a fun and engaging hands-on coding session using TensorFlow 🎉

Language: Jupyter Notebook - Size: 52.5 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 4

pradeish29/CloudBurst-Prediction-Flask

cloud burst prediction website rendered using flask from a pretrained ml model

Language: Jupyter Notebook - Size: 2.21 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

kmacl/Portfolio

Projects reflecting my skills in data science and machine learning

Language: Jupyter Notebook - Size: 30.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

nagarajukusa24/A-15-Day-Weather-Forecasting

Language: HTML - Size: 46.9 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

SulavGaire/Weather-prediction

Engineering Minor Project - High altitude weather detection and prediction using ML and LoRa.

Language: Jupyter Notebook - Size: 6.88 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 1

MHassaanButt/Calamity_Prediction

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.

Language: Jupyter Notebook - Size: 5.31 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

PasinduAnthony/XploreLanka Fork of crislivera/XploreLanka

This is the main repo of the XploreLanka project

Size: 87.7 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

pm-sharma/Weather-web-app Fork of nikhils4/Weather-web-app

This web application displays the weather forecast for any place around the world alongwith gives the weather details at the current location of user with just a tap of a button.

Language: HTML - Size: 314 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 3

NAMYUNWOO/Weather_prediction_GPR

Weather prediction with Gaussian Process Regression

Language: Jupyter Notebook - Size: 2.34 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

Abbe98/yr-py

Wrapper for the YR.no API, for near time weather prediction.

Language: Python - Size: 5.86 KB - Last synced at: 7 days ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 1

HozaifAwan/aerocastai

AI-powered tornado forecasting system that trains itself with live weather data every 3 days.

Language: Python - Size: 77.3 MB - Last synced at: about 17 hours ago - Pushed at: about 19 hours ago - Stars: 0 - Forks: 0

MythEleeeveen/Trajectory-future2024_Weather_predictor

Проект предназначен для предсказания погоды по месяцам на основе данных предыдущих лет в интерфейсе, обеспечивающем обучение модели, настройку параметров и выбор года предсказания.

Language: Python - Size: 6.3 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

pronzzz/weather-prediction

This repository implements an end-to-end Python pipeline to classify weather-clear sky, cloudy, rainy, stormy by merging CCSN_v2 and Howard-Cloud-X datasets. It automates preprocessing, data splitting, EDA, trains ViT, ResNet50 & EfficientNetB0 with transfer learning, uses GradCAM for explainability, and offers GPU-accelerated standalone prediction

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

VitalinaZlo/Trajectory-future2024_Weather_predictor

Language: Python - Size: 6.3 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 2.92 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

Damika-Anupama/Simple-Weather-Predicting-App

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

Language: JavaScript - Size: 7.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 23.4 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

abhinavkumar2369/Weather-Now 📦

A Weather Prediction 🌤️ & Visualization 📊 System using random forest technique to forecast weather based on various parameters.

Language: Jupyter Notebook - Size: 2.92 MB - Last synced at: 25 days ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

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

Language: Python - Size: 176 KB - Last synced at: 26 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 10.7 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

OmarFaig/Weather-App

Weather App in C# and .NET 8: This project is a weather application built using C# and .NET 8, designed to provide real-time weather data. Future enhancements will include an AI component trained on weather-related datasets to analyze and compare predictions.

Language: C# - Size: 27.3 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

jazaoo13/WeatherPrediction

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.

Language: Jupyter Notebook - Size: 121 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

akhilchibber/Weather-Prediction

Deep Learning based Weather Prediction

Language: Jupyter Notebook - Size: 3.96 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

GhaithRDX/Weather-predictor

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

Language: Python - Size: 24.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

WillChamness/WeatherPredictionSystem

A Python Web App to Predict Weather

Language: Python - Size: 816 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

Riddhiman2005/Weather-Prediction

Weather Prediction

Language: HTML - Size: 50.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Jarvis017/Weather-Prediction-with-Deep-Convolutional-Neural-Networks

Image classification on weather images

Language: Jupyter Notebook - Size: 2.47 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Nitzantomer1998/WeatherPrediction

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

Language: Python - Size: 281 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

yeyintthu9/multi-label-weather-classification

Multi-label-binary-classification model for multi-label-weather-prediction problem

Language: Python - Size: 6.98 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

bhuvaneswarignanasekar/Precipitation-prediction

Language: Jupyter Notebook - Size: 622 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1

MArya80/Australia-Weather-Prediction

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.

Language: Jupyter Notebook - Size: 4.98 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0