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conditions based on weather data.  \nThis involves Data Mining, Supervised Learning, and Web Application development.\n\n## Key Project Steps :\n- **Data Mining** : Text Scraping, Data Analysis, and Formatting to build a large dataset (4GB)\n- **Supervised Learning** : Training models using *TensorFlow* and *PyTorch* libraries\n- **Web Development** : Setting up server logic (each project branch contains a different implementation of this part) and communication with an API (*OpenWeatherMap*)\n\n## Weather Data :\nThe weather data collected using *OpenWeatherMap* (and provided to the models) includes: **longitude**, **latitude**, **temperature**, **pressure**, **wind speed**, **wind direction**.  \nThe value inferred by the models: **wave height**.  \nFor more information, see the [Data](https://github.com/LugolBis/wAIves/tree/main/DATA) folder.\n\n## Models :\nNumerous models have been trained with various parameter variations (epochs, metrics, layers, and datasets).  \nThese tests have identified the models providing the best results.  \nFor more information, see the [Models](https://github.com/LugolBis/wAIves/tree/main/Models) folder.\n\n## Online usage :\n### [wAIves](https://lugolbis.github.io/wAIves/)\n\n## Local Usage :\n### Linux\nDownload the project and add an ```api_key.txt``` file containing your *OpenWeatherMap* API key in the **wAIves/Python/** folder.  \n\nRun the Python script ***manage_env.py*** :\n```\n$ python3 manage_env.py\n```\nOpen the ***index.html*** file and start surfing !\n\n### Windows :\nDownload the project and add an ```api_key.txt``` file containing your *OpenWeatherMap* API key in the **wAIves/Python/** folder.  \n\nRun the Python script ***manage_env.py*** from the **wAIves/Python/** folder.  \n\nOpen the ***index.html*** file and start surfing !\n\n## Requirements :\n- [OpenWeatherMap](https://openweathermap.org/appid) API key (free)\n\n- | Python version | Compatibility |\n  |:-:|:-:|\n  | \u003e= v3.10 | ✅ |\n  | \u003e= v3.9 | ✅ |\n  | \u003e= v3.8 | ✅ |\n  | \u003e= v3.7 | ✅ |\n  | \u003e= v3.6 | ✅ |\n  | \u003e= v3.5 | ✅ |\n  | \u003e= v2.7  | ✅ |\n  | v3.0.* | ❌ |\n  | v3.1.* | ❌ |\n  | v3.2.* | ❌ |\n  | v3.3.* | ❌ |\n  | v3.4.* | ❌ |\n\n## Weather Data Sources :\n- NOAA\n- NDBC\n- Météo France\n- SeaDataNet\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flugolbis%2Fwaives","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flugolbis%2Fwaives","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flugolbis%2Fwaives/lists"}