GitHub topics: rainfall-prediction

Repositories

pySTEPS/pysteps

Python framework for short-term ensemble prediction systems.

Language: Python - Size: 3.51 MB - Last synced at: about 21 hours ago - Pushed at: 4 days ago - Stars: 503 - Forks: 175

RedyAu/irrigation

GitHub Actions code for determining the watering amount needed based on met.hu and WeatherAPI.

Language: Dart - Size: 12.9 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

Vatshayan/B.tech-Project-Rainfall-Predication-in-India

Rainfall Prediction using Machine Learning. India Rainfall Prediction for 115 years. Rainfall Project with Code and Documents

Language: Jupyter Notebook - Size: 217 KB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 8

martacanirome4/ML_Rainfall_Prediction

Prediction of Rainfall in Australia using ML models

Language: Shell - Size: 3.98 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 1 - Forks: 0

aniketwdubey/Rainfall-Prediction-end-to-end-ML-project

The main motive of the project is to predict the amount of rainfall in Vidarbha region or state well in advance. We predict average rainfall using past data.

Language: Jupyter Notebook - Size: 62.2 MB - Last synced at: 12 days ago - Pushed at: 9 months ago - Stars: 18 - Forks: 7

nguyen-tho/rainfall_prediction_by_LSTM

This is a program to classify and predict 7 classes based on 7 ranges of rainfall in An Giang, Vietnam

Language: Jupyter Notebook - Size: 1.95 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

rizkyjisantt-dev/rainfall-prediction-using-ensemble-svr

Rainfall Prediction Using Ensemble SVR is a machine learning project that applies Ensemble Support Vector Regression (SVR) for multivariate time series rainfall forecasting. It utilizes weather data (temperature, humidity, wind speed, and rainfall) with preprocessing, bootstrap sampling, and hyperparameter tuning to improve prediction accuracy. 🚀

Language: Jupyter Notebook - Size: 19.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

kanchanraiii/Krishi-Mitr

Explore our tools to make informed agricultural decisions.

Language: Jupyter Notebook - Size: 29.1 MB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 6 - Forks: 2

adefebrisp/RainfallForecast-ARIMA-STARIMA

This project evaluates ARIMA (Autoregressive Integrated Moving Average) and ST-ARIMA (Space-Time ARIMA) for short-term rainfall prediction in Jawa Timur, Indonesia. Built using R in RStudio, it compares these time-series models to improve climate adaptation in agriculture by analyzing spatial-temporal dependencies for better forecasting accuracy.

Language: Jupyter Notebook - Size: 678 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

paul-florentin-charles/bcn-rainfall-models

A project aiming at delevering tools for visualisation and analysis of Barcelona rainfall data. Data is retrieved from there: https://opendata-ajuntament.barcelona.cat/data/en/dataset/precipitacio-hist-bcn.

Language: Python - Size: 480 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

ParthDS02/Rain-Prediction-in-Australia-Implementing-and-Evaluating-Multiple-Classification-Models

This project focuses on predicting rainfall in Australia using various classification models. It involves exploring and preprocessing the dataset, training multiple machine learning models, and evaluating their performance. The goal is to identify the best model for accurate rain prediction.

Language: Jupyter Notebook - Size: 354 KB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

vaishnavid0604/agriculture-portal

ML solutions and other API based features to support Agriculture and Farmers. Goto Wiki or click on below link for Project Report.

Language: PHP - Size: 9.08 MB - Last synced at: 10 months ago - Pushed at: about 2 years ago - Stars: 64 - Forks: 18

HellBoy-OP/RainfallPrediction

A machine learning model that can predict the amount of rainfall in a region.

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

UBC-MDS/525-group23

This repository is used for DSCI 525 - Web and Cloud Computing course project

Language: HTML - Size: 2.45 MB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

GitHub4Eddy/buienradar_rain

This QuickApp predicts the rain in Europe with data from the Buienradar, two hours in advance

Language: Lua - Size: 1.73 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

pradeish29/cloud-burst-predict-streamlit

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

Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

Dinesh7794/Agriculture-Portal-main

ML solutions and other API based features to support Agriculture and Farmers. Goto Wiki or click on below link for Project Report.

Language: PHP - Size: 8.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

omkar-nitsure/Mumbai_RainFall_Forecasting

Used different Transformer based and LSTM based models for forecasting rainfall in different areas of Mumbai. Employed different smart training techniques to improve correlation with the true time-series.

Language: Python - Size: 33.5 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

JosephMutyaba/RainfallPredictorML

Rainfall prediction

Language: Jupyter Notebook - Size: 66.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

Nandha2536/Agriculture-portal

ML solutions and other API based features to support Agriculture and Farmers. Goto Wiki or click on below link for Project Report.

Language: PHP - Size: 8.98 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

ebadatibnbabar/Rainfall-Forecasting-ETS

Application of the ETS model to forecast rainfall patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahwalnagar District, Punjab, Pakistan.

Language: R - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ebadatibnbabar/Rainfall-Forecasting-ARIMA

Application of the ARIMA model to forecast rainfall patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahawalnagar District, Punjab, Pakistan.

Language: R - Size: 43.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

1diyabansal/rain-prediction

so in this project we made rainfall prediction machine learning model by using flask web framework and deployed on azure web app services.This model uses Australia 9 years historic data to forecast chances of rain based on wind gust , humidity and time.

Language: Python - Size: 5.39 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

rajiv8/Rainfall-Prediction

The main motive of the project is to predict the amount of rainfall in a particular division or state well in advance. We predict the amount of rainfall using past data.

Language: Jupyter Notebook - Size: 36.6 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 4

zoppellarielena/Rainfall-runoff-modeling-using-Deep-Learning

Completed for the "Laboratory of Computational Physics Mod. B" under the supervision of Professor Carlo Albert. The project utilizes Keras in TensorFlow for implementation.

Language: Jupyter Notebook - Size: 1.59 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Kamal2511/rainfall-prediction

Built a classification model which tell that if tomorrow will rain or not. Classification algorithms used random forest and xgboost.

Language: Jupyter Notebook - Size: 16 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

murafba/Rainfall-Prediction-App

Rainfall Prediction App is an application designed to predict rainfall in the Banyuasin Regency, Indonesia. This project serves as a final project developed to complete the undergraduate program at the University of Sriwijaya. The method employed involves the Tsukamoto Fuzzy Inference System optimized using genetic algorithms.

Language: Java - Size: 649 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

atgarcial/machine-learning-project

Final project for course Machine Learning for Environmental Engineering - Fall 2023: Precipitation Prediction at Different Time-scales in Western US: Aerosols and ENSO Influences.

Language: Jupyter Notebook - Size: 54.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ArunavaKumar/IBM-Advanced-Data-Science-Capstone-Project

IBM Advanced Data Science Capstone Project

Language: Jupyter Notebook - Size: 8.37 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

gauravkkush/Weather-and-Rainfall-Prediction-Using-Machine-Learning

The project aimed to enhance the accuracy of weather and rainfall prediction using machine learning techniques. Leveraging a dataset from Kaggle as a starting point, the team focused on data preprocessing to improve model performance.

Language: Jupyter Notebook - Size: 24 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

2021-InternshipBLR/ml-data-prediction-mindsdb-python

Experimenting with MindsDB & Python Classification Algorithms

Language: Jupyter Notebook - Size: 727 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

DhirenOjha/classification-algorithms-to-predict-rainfall

Predicted rainfall using different classification algorithms

Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

sujitmandal/Machine-Learning

Linear Regression , Cross Validation, k-mean clustering , Watershed , Gradients and Edge Detection , threshold , Correlation , Neural Network, Conventional Neural Network , Pneumonia Classification, Social Distancing, Rainfall Prediction, Boston Housing Price Prediction.

Language: Python - Size: 133 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 3

miketobz/ML-Rainfall-Prediction

Rainfall prediction is one of the challenging tasks in weather forecasting process. Accurate rainfall prediction is now more difficult than before due to the extreme climate variations. Machine learning techniques can predict rainfall by extracting hidden patterns from historical weather data.

Language: Jupyter Notebook - Size: 630 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

Related Keywords

rainfall-prediction 44 machine-learning 17 python 10 data-science 5 classification 5 rainfall 5 logistic-regression 4 crop-recommendation 4 weather-forecast 4 flask 4 rainfall-data 4 deep-learning 4 fertilizer-recommendation 3 prediction-model 3 machine-learning-algorithms 3 scikit-learn 3 rain 3 climate-data 3 final-year-project 3 linear-regression 3 crop-prediction 3 random-forest 3 regression 2 ecommerce 2 chatbot 2 crop 2 arima 2 jupyter-notebook 2 streamlit 2 newsapi 2 yield-prediction 2 supervised-learning 2 decision-tree 2 classification-algorithm 2 prediction 2 arima-forecasting 2 stochastic-models 2 climate-analytics 2 drought 2 drought-monitoring 2 r-programming 2 r-language 2 meteorological-forecasting 2 pakistan 2 data-analysis 2 machinelearning 2 data-visualization 2 weather 2 artificial-intelligence 2 html 2 yaml-parameters 1 genetic-algorithms 1 java-swing 1 netbeans 1 software-development 1 case-study 1 software-engineering 1 tsukamoto 1 tensorflow 1 aerosols 1 cnn-model 1 enso 1 outlier-detection 1 covid-dataset 1 evaluation-metrics 1 kaggle 1 feature-importance 1 heart-attack-prediction 1 mindsdb 1 metrics-gathering 1 metrics 1 metric-learning 1 r-programming-language 1 jekyll-themes 1 jekyll 1 time-series-analysis 1 boston-housing-price 1 precipitation-data 1 datavisualization 1 flood-prediction 1 autoencoder 1 rainfall-runoff 1 rainfall-runoff-model 1 classification-model 1 kaggle-dataset 1 random-forest-classifier 1 xgboost-classifier 1 application 1 fuzzy-inference-system 1 fuzzy-logic 1 neural-network 1 catboost 1 pneumonia-classification 1 threshold 1 watershed 1 australia 1 pythonfordatascience 1 power-bi-dax 1 weather-analysis 1 lasso-regression 1