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1. Time-series-prediction-for-pollution-data Time-series-prediction-for-pollution-data Public

   A full ML pipeline to forecast AQI levels using time-series pollutant data, combining Echo State Networks for pollutant prediction and XGBoost for multi-step AQI classification, with end-to-end exp…

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2. urban-air-quality-index-predictor urban-air-quality-index-predictor Public

   An end-to-end machine learning pipeline for multi-step forecasting of Air Quality Index (AQI) using time series models and predicted pollutant concentrations.

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3. Precipitation-Binary-Classification-ML Precipitation-Binary-Classification-ML Public

   This repository explores the use of simple binary classification models to predict precipitation events based on meteorological features like temperature, humidity, pressure, wind speed, and cloud …

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4. Binary-Classification-on-Unbalanced-Dataset Binary-Classification-on-Unbalanced-Dataset Public

   Binary classification using unbalanced precipitation data from Delhi region. Applied ROS, SMOTE, ADASYN, SMOTEEN oversampling techniques. Models: Logistic Regression, SVM , KNN, Naive Bayes, Random…

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5. LST-time-series-data-forcasting-using-RNN-and-MLR--Reproduced-Paper- LST-time-series-data-forcasting-using-RNN-and-MLR--Reproduced-Paper- Public

   This repository contains a reproduction of the study "Duo satellite-based remotely sensed land surface temperature prediction by various methods of machine learning", published in "International Jo…

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6. The-Binary-Oracle-High-Frequency-Crypto-Prophecie The-Binary-Oracle-High-Frequency-Crypto-Prophecie Public

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