omdena-mumbai-chapter-air-quality
Omdena Mumbai Chapter - Predicting Air Quality
File Explorer
- README.md
- BandraKurlaComplexMumbaiIITM.csv
- BandraMumbaiMPCB.csv
- BorivaliEastMumbaiIITM.csv
- BorivaliEastMumbaiMPCB.csv
- ChakalaAndheriEastMumbaiIITM.csv
- ChhatrapatiShivajiIntlAirportT2MumbaiMPCB.csv
- ColabaMumbaiMPCB.csv
- DeonarMumbaiIITM.csv
- KandivaliEastMumbaiMPCB.csv
- KhindipadaBhandupWestMumbaiIITM.csv
- KurlaMumbaiMPCB.csv
- MaladWestMumbaiIITM.csv
- MazgaonMumbaiIITM.csv
- MulundWestMumbaiMPCB.csv
- NavyNagarColabaMumbaiIITM.csv
- PowaiMumbaiMPCB.csv
- SiddharthNagarWorliMumbaiIITM.csv
- SionMumbaiMPCB.csv
- VasaiWestMumbaiMPCB.csv
- VileParleWestMumbaiMPCB.csv
- WorliMumbaiMPCB.csv
- .DS_Store
- air-quality-india.csv
- airQuality_1.csv
- missing_val_comparison.png
- README.md
- semi_cleaned_historical_AQI_datasets.7z
- WorliMumbaiMPCB.csv
- README.md
- README.md
- README.md
- secrets.toml
- tft_model
- tft_model.ckpt
- tft_model_khindipada.zip
- Omdena_timeseries_modeling.ipynb
- corr_heatmap.html
- figure1.jpg
- figure2.jpg
- figure3.jpg
- pie_chart1.html
- pie_chart2.html
- pie_chart3.html
- pie_chart4.html
- .gitignore
- aerohue-black.png
- aerohue-transparent.png
- aerohue.svg
- app.py
- bg.jpg
- icon.png
- Readme.md
- requirements.txt
- styles.py
- visualization.ipynb
- aqi_data.csv
- BandraKurlaComplexMumbaiIITM.csv
- ColabaMumbaiMPCB.csv
- Openweathermap.ipynb
- PowaiMumbaiMPCB.csv
- waqi_api_data_collection.ipynb
- air-quality-data-collection.ipynb
- aqi_dataset_api.ipynb
- clean_cpcb_historic_data.ipynb
- data-gov-in-api-collection.ipynb
- gov_in_real_time_aq.ipynb
- README.md
- waqi_aq_api.ipynb
- waqi_aq_collect_current.ipynb
- aqi_apidata_eda.ipynb
- colaba_aqi_hourly_average.ipynb
- cpcb_data_EDA-2.ipynb
- final_powai_df.csv
- forest_area.ipynb
- forest_area_west.ipynb
- Kaggle-data-EDA.ipynb
- NEW1_cleaned_AIQ
- Omdena(1).ipynb
- README.md
- stations_group_2.ipynb
- stats_tests_EDA.ipynb
- worli_eda.ipynb
- Time_series_forecasting.ipynb
- Readme.md
- README.md
- AQI Prediction Using RNN (LSTM) -checkpoint.ipynb
- Omdena_Mumbai_Chapter_AQI_Prediction -checkpoint.ipynb
- Predicting_AQI_using _prophet-checkpoint.ipynb
- TFT Model-checkpoint.ipynb
- .DS_Store
- README.md
- README.md
- .DS_Store
- README.md
- historical&forcast_weather_data.csv
- historical_weather_data.csv
- aq_stations_&_weather_stations.ipynb
- collecting_historical_weather.ipynb
- compeling_complete_weather_data.ipynb
- .DS_Store
- .gitignore
- LICENSE
- names.md
- README.md
- scraper.py
- visualization.ipynb
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