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stouputils

Stouputils is a collection of utility modules designed to simplify and enhance the development process. It includes a range of tools for tasks such as execution of doctests, display utilities, decorators, as well as context managers, and many more.

1.3.22
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Stouputils is a collection of utility modules designed to simplify and enhance the development process.
It includes a range of tools for tasks such as execution of doctests, display utilities, decorators, as well as context managers.

šŸš€ Project File Tree

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stouputils/
ā”œā”€ā”€ applications/
│   ā”œā”€ā”€ automatic_docs.py    # šŸ“š Documentation generation utilities (used to create this documentation)
│   ā”œā”€ā”€ upscaler/            # šŸ”Ž Image & Video upscaler (configurable)
│   └── ...
│
ā”œā”€ā”€ continuous_delivery/
│   ā”œā”€ā”€ cd_utils.py          # šŸ”§ Common utilities for continuous delivery
│   ā”œā”€ā”€ github.py            # šŸ“¦ GitHub utilities (upload_to_github)
│   ā”œā”€ā”€ pypi.py              # šŸ“¦ PyPI utilities (pypi_full_routine)
│   ā”œā”€ā”€ pyproject.py         # šŸ“ Pyproject.toml utilities
│   └── ...
│
ā”œā”€ā”€ data_science/
│   ā”œā”€ā”€ config/              # āš™ļø Configuration utilities for data science
│   ā”œā”€ā”€ dataset/             # šŸ“Š Dataset handling (dataset, dataset_loader, grouping_strategy)
│   ā”œā”€ā”€ data_processing/     # šŸ”„ Data processing utilities (image augmentation, preprocessing)
│   │   ā”œā”€ā”€ image/           # šŸ–¼ļø Image processing techniques
│   │   └── ...
│   ā”œā”€ā”€ models/              # 🧠 ML/DL model interfaces and implementations
│   │   ā”œā”€ā”€ keras/           # šŸ¤– Keras model implementations
│   │   ā”œā”€ā”€ keras_utils/     # šŸ› ļø Keras utilities (callbacks, losses, visualizations)
│   │   └── ...
│   ā”œā”€ā”€ scripts/             # šŸ“œ Data science scripts (augment, preprocess, routine)
│   ā”œā”€ā”€ metric_utils.py      # šŸ“ Metrics utilities for ML/DL models
│   ā”œā”€ā”€ mlflow_utils.py      # šŸ“Š MLflow integration utilities
│   └── ...
│
ā”œā”€ā”€ installer/
│   ā”œā”€ā”€ common.py            # šŸ”§ Common installer utilities
│   ā”œā”€ā”€ downloader.py        # ā¬‡ļø File download utilities
│   ā”œā”€ā”€ linux.py             # 🐧 Linux-specific installer utilities
│   ā”œā”€ā”€ main.py              # šŸš€ Main installer functionality
│   ā”œā”€ā”€ windows.py           # šŸ’» Windows-specific installer utilities
│   └── ...
│
ā”œā”€ā”€ all_doctests.py          # āœ… Execution of all doctests for a given path
ā”œā”€ā”€ archive.py               # šŸ“¦ Archive utilities (zip, repair_zip)
ā”œā”€ā”€ backup.py                # šŸ“¦ Backup utilities (delta backup, consolidate)
ā”œā”€ā”€ collections.py           # 🧰 Collection utilities (unique_list)
ā”œā”€ā”€ ctx.py                   # 🚫 Context managers (Muffle, LogToFile)
ā”œā”€ā”€ decorators.py            # šŸŽÆ Decorators (silent, measure_time, error_handler, simple_cache)
ā”œā”€ā”€ image.py                 # šŸ–¼ļø Image utilities (image_resize)
ā”œā”€ā”€ io.py                    # šŸ’» I/O utilities (file management, json)
ā”œā”€ā”€ parallel.py              # šŸ§‘ā€šŸ¤ā€šŸ§‘ Parallel processing (multiprocessing, multithreading)
ā”œā”€ā”€ print.py                 # šŸ–Øļø Display utilities (info, debug, warning, error)
└── ...

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U.S. Patent No. 12,346,443 & 12,314,394. Other pending.