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README.md

@@ -1,31 +1,54 @@
 ---
-library_name: xgboost
+library_name: tirex
 tags:
+- time-series
+- forecasting
 - air-quality
 - pollution-prediction
 - ispu
 - jakarta
 - environmental-monitoring
-- classification
 language:
 - id
 license: mit
 ---
 
-# ISPU Classification Model - Jakarta Air Quality
+# TiRex Air Quality Forecasting - Jakarta ISPU
 
-Model prediksi kategori ISPU (Indeks Standar Pencemar Udara) untuk wilayah DKI Jakarta.
+Model forecasting kualitas udara menggunakan TiRex (Time Series Forecasting) untuk wilayah DKI Jakarta.
 
-**Task:** Multi-class Classification  
-**Categories:** BAIK, SEDANG, TIDAK SEHAT  
-**Region:** DKI Jakarta (5 monitoring stations)
+**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
 
 ```bibtex
-@software{ispu_jakarta_2025,
+@software{tirex_jakarta_2025,
   author = {BangJhener},
-  title = {ISPU Classification Model for Jakarta Air Quality},
+  title = {TiRex Air Quality Forecasting for Jakarta ISPU},
   year = {2025},
   publisher = {Hugging Face},
   url = {https://huggingface.co/BangJhener/TiRex-3.0}
@@ -34,7 +57,7 @@ Model prediksi kategori ISPU (Indeks Standar Pencemar Udara) untuk wilayah DKI J
 
 ## Competition
 
-Developed for **Datavidia 10.0 Competition** - ISPU Prediction Challenge  
+Developed for **Datavidia 10.0 Competition** - ISPU Forecasting Challenge  
 Research Paper: "Sistem Peringatan Dini ISPU untuk Dinas Lingkungan Hidup DKI Jakarta"
 
 ## License