AutoGluon TimeSeries Widget for Orange3
Прогнозирование временных рядов с помощью AutoGluon TimeSeries через интерфейс Orange3.
🧠 Возможности
- Поддержка пользовательских столбцов и частоты
- Автоопределение частоты временного ряда
- Настройка метрики и длины прогноза
- Учет праздничных дней
- Очистка от отрицательных и некорректных значений
- Удобный лог и вывод модели
🧪 Зависимости
- Orange3 >= 3.38
- AutoGluon >= 1.3.1
- pandas == 2.2.3
- Python 3.9+
- numpy >= 1.25
- PyQt5 >= 5.15
- matplotlib >= 3.5
- holidays >= 0.20
🚀 Установка
git clone https://github.com/KordyakIM/autogluon-timeseries-widget.git
cd autogluon-timeseries-widget
pip install .
or
pip install orange3-autogluon-timeseries
📦 Добавление виджета в Orange если устанавливаешь вручную
Скопируйте папку widget в директорию пользовательских виджетов Orange:
mkdir -p ~/orange3-widgets/autogluon_timeseries
cp -r widget/* ~/orange3-widgets/autogluon_timeseries/
📝 Лицензия
MIT License
1 maintainer
Metadata
1 maintainer
Release files for orange3-autogluon-timeseries 1.5.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| orange3_autogluon_timeseries-1.5.0.tar.gz | 2.8 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| orange3_autogluon_timeseries-1.5.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 5.5 MB
Release files / orange3_autogluon_timeseries-1.5.0.tar.gz
| Download URL | orange3_autogluon_timeseries-1.5.0.tar.gz |
|---|---|
| Size | 2.8 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Release files / orange3_autogluon_timeseries-1.5.0-py3-none-any.whl
| Download URL | orange3_autogluon_timeseries-1.5.0-py3-none-any.whl |
|---|---|
| Size | 2.8 MB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/6.1.0 CPython/3.9.7
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