Emhass

Improvement
- Added a new feature to automatically adjust PV forecast using historical actual/forecast data
- Added Support for multiple days forecasting with CSV data. Thanks to nielskool for this contribution!
- Refactored a new method `retrieve_home_assistant_data` in `command_line`
- Unified default training data for ML algorithms using `data/long_train_data.pkl`
- Added a presentation stack using `marp`
Fix
- Fixed Value has dtype incompatible with int64 error, issue 465
- Fixed Runtime "delta_forecast_daily" not recognized, issue 479
- Attempt to fix Missing files in python package after 0.12.5, issue 495
- Fixed workflow for macos tests

Improvement
- Added a new method for weather forecast: open-meteo. This offers a very nice API to obtain weather forecasts. We are dropping the old scrapper method, if you were using the scapper method you just need to change the Weather forecast method to open-meteo
- Added support to `device_class` definition when posting sensors to HA. Thanks to paulhomes for this contribution
- Improved github workflow Python testing
- Updated documentation
Fix
- Fixed TZ shift issue when using the typical load power forecaster

Improvement
- A first batch of improvements (code reliability) proposed by SonarQube
Fix
- Added missing files to Dockerfile
- Changes to the Dockerfile to make `/app/data` folder persistent. Thanks to scruysberghs
- Fixing errors with missing sensor `power_load_no_var_loads`. Thanks to scruysberghs
- Improved documentation and fixed automated testing for code quality. Thanks to GeoDerp

Improvement
- Improved warning message in case of wrong URL setting
- Improved testing on typical load forecast method with different time steps
Fix
- Solved missing file problem: data_load_cost_forecast.csv
- Fixed warning issue on `findall` method

Improvement
- Implemented new package manager uv resulting in faster builds. Thanks to GeoDerp
- Implemented SonarQube automatic code review. Thanks to GeoDerp
- Better management of SOC min/max to solve issue: MPC optim status infeasible when SOC lower than min SOC
Fix
- Reverted back skforecast to latest version
- Fixed issue with list index out of range. Thanks to meks007 for identifying and reporting this

Patch fix
- Fixed bugs on gunicorn logger and missing CBC modules