Aastha-Tewari

Aastha-Tewari's Stars

• blaz-cerpnjak/pm10-air-quality-predictions

  Predicting PM10 air particles using recurrent neural networks (RNN, GRU, LSTM)

  Language:Jupyter Notebook1

• divijkulshrestha/delhi-air-quality-prediction

  Using publicly available datasets, I created a Machine Learning model to better predict PM 2.5 pollutant levels using meteorological data (temperature, wind speed, relative humidity) and day and time for the city of Delhi.

  Language:Jupyter Notebook31

• zouguojian/RCL-Learning

  In this study, we propose an end-to-end deep learning model-RCL-Learning that integrates ResNet and ConvLSTM.

  Language:Python13

• abis330/PredAir

  Forecasting air pollution using temporal attention mechanism in Beijing

  Language:Python4619

• imshreyshah/air-quality-analysis-forecasting

  This repository contains the notebooks used in my project "Air quality analysis and forecasting"

  Language:Jupyter Notebook139

• rchougule12995/Air-Quality-Index-India

  Data Analysis for the Real-time Air Quality Index of different monitoring stations across India is obtained by the API provided by the Ministry of Environment & Forests, India and Central Pollution Control Board, India.

  Language:Jupyter Notebook1

• spatial-computing/air-quality-prediction-scala

  Build an accurate fine-scale air quality prediction model

  Language:Scala85

• aryanrathore1012/Air_Quality_Analysis_and_Prediction_for_Indian_Cities_and_States

  This project aims to analyze and predict the air quality index of various cities and states in India using machine learning. The dataset used in this project contains historical data of air quality index readings from various monitoring stations across India.

  Language:Jupyter Notebook51

• vedantaher2003/-Air-Quality-Index-levels-predicted-PBL

  a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

  Language:JavaScript1

• smart-data-models/dataModel.Environment

  Environment Data Model

  Language:Python1215

• JuliusFx131/GeoAI-Challenge-for-Air-Pollution-Susceptibility-Mapping

  This problem statement focused on building machine learning models that would assist create city-level air pollution susceptibility maps with a 5-meter spatial resolution for milan city in Italy. This city has unique challenges of dealing with pollution levels due to its unique topographic features.

  Language:Jupyter Notebook11

• khwajawisal/Time-series-analysis

  Time series analysis to predict AQI in Delhi, dataset collated from Indian Meteorological department of India.

  Language:Jupyter Notebook54