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TiRex-3.0
BangJhener/TiRex-3.0
TiRex-3.0 is a machine learning model from BangJhener. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for tirex. The card lists the license as mit.
Model forecasting kualitas udara menggunakan TiRex (Time Series Forecasting) untuk wilayah DKI Jakarta.
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Public
Updated Feb 7, 2026
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At a glance
- Library
- tirex
- License
- mit
- Access
- Public
- Created
- Feb 7, 2026
- Updated
- Feb 7, 2026
- SHA
- 07252290
Model card
From the Hugging Face model README
TiRex Air Quality Forecasting - Jakarta ISPU
Model forecasting kualitas udara menggunakan TiRex (Time Series Forecasting) untuk wilayah DKI Jakarta.
Task: Time Series Forecasting
Target: Air Pollution Indices (ISPU Components)
Region: DKI Jakarta (5 monitoring stations)
Horizon: Multi-step ahead forecasting
Model Information
This model leverages TiRex (Time-series Regression model) for zero-shot forecasting of air quality components in Jakarta. The model forecasts future pollutant concentration levels based on historical patterns and weather conditions.
Forecasting Components
- PM10 (Particulate Matter 10μm)
- PM2.5 (Particulate Matter 2.5μm)
- SO2 (Sulfur Dioxide)
- CO (Carbon Monoxide)
- O3 (Ozone)
- NO2 (Nitrogen Dioxide)
Monitoring Stations
- DKI1 (Bundaran HI)
- DKI2 (Kelapa Gading)
- DKI3 (Jagakarsa)
- DKI4 (Lubang Buaya)
- DKI5 (Kebon Jeruk)
Citation
@software{tirex_jakarta_2025,
author = {BangJhener},
title = {TiRex Air Quality Forecasting for Jakarta ISPU},
year = {2025},
publisher = {Hugging Face},
url = {https://huggingface.co/BangJhener/TiRex-3.0}
}
Competition
Developed for Datavidia 10.0 Competition - ISPU Forecasting Challenge
Research Paper: "Sistem Peringatan Dini ISPU untuk Dinas Lingkungan Hidup DKI Jakarta"
License
MIT License
Contact
- Author: BangJhener
- Competition: Arkavidia 2026 - Datavidia 10.0
- Target: Dinas Lingkungan Hidup DKI Jakarta
- Library
- tirex
- License
- mit
- Languages
- id
- Created
- Feb 7, 2026
- Updated
- Feb 7, 2026