Analysis of Air Pollution prediction and time-series forecast of PM2.5 Pollutant using Machine Learning Algorithms (SVM, Decision Tree and Random Forest) and Deep Learning Algorithms (CNN, Bi-LSTM). Also considered for improved performances is random search hyper-parameter tuning using Ray-Tune with HyperBand Scheduler strategy.
☆11May 29, 2023Updated 3 years ago
Alternatives and similar repositories for pm2_5_air_pollution_prediction_and_forecast
Users that are interested in pm2_5_air_pollution_prediction_and_forecast are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Prediction of Beijing PM2.5 using classic machine learning methods☆17Oct 28, 2022Updated 3 years ago
- Toolbox to use NNs in fortran☆13Dec 2, 2025Updated 9 months ago
- Online Lee Carter Mortality forecasting☆14Nov 18, 2013Updated 12 years ago
- Enhanced Spatial-Temporal Interpretable Deep Learning Model☆26Apr 29, 2023Updated 3 years ago
- R package for dependence modelling with factor copulas☆13Apr 13, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CanSat ground station software developed with Qt☆12May 31, 2020Updated 6 years ago
- An R package to compute a synoptic climate classification and spatial regionalization of environmental data☆10Jan 29, 2025Updated last year
- This repository contains the notebooks used in my project "Air quality analysis and forecasting"☆17Dec 4, 2020Updated 5 years ago
- GPTCast model for precipitation nowcasting☆24Aug 27, 2025Updated last year
- An ALNS framwork for solving EVSP written in Python.☆12Apr 18, 2024Updated 2 years ago
- MKRTOS is the first open-source microkernel operating system that supports MCU, supporting dynamic loading of app execution, multithreadi…☆18Mar 31, 2025Updated last year
- Stochastic Mortality Modelling☆26Apr 6, 2021Updated 5 years ago
- Source code of The Integrated Inter-Terminal Truck Routing Problem with Multi-Port Berth Allocation and Yard Assignments: A Heuristic App…☆15May 28, 2022Updated 4 years ago
- Development of the ITHIM-R, also known as ITHIM version 3.0. Started in January 2018.