AnalytiqAid Starter
Supercharge your data analytics with AnalytiqAid!
This powerful toolkit is designed for data professionals who demand speed, efficiency, and innovation. Our well-organized project structure provides everything you need to deliver insights quickly and accurately.
The src directory is packed with reusable Python code and robust utilities for database management, data loading, preprocessing, feature engineering, and validation—all optimized to streamline your workflow and save you time. Use notebooks for rapid prototyping and experimentation, and fully customizable configurations in the configs folder to easily tailor your analysis to meet specific project needs. The comprehensive tests directory ensures that every aspect of your data pipeline is validated for maximum reliability.
AnalytiqAid equips you with industry-tested tools and best practices to accelerate project delivery, drive business value, and focus on what truly matters: impactful insights!
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├── LICENSE
├── Makefile
├── README.md
├── configs
│ └── base.yaml
├── notebooks
│ └── experiments.ipynb
├── requirements.txt
├── src
│ ├── __init__.py
│ ├── database
│ │ ├── __init__.py
│ │ └── database.py
│ └── utilities
│ ├── __init__.py
│ ├── configs.py
│ ├── constants.py
│ ├── data_loading_utils.py
│ ├── data_preprocessing_utils.py
│ ├── data_structure_utils.py
│ ├── exceptions.py
│ ├── feature_engineering_utils.py
│ ├── image_utils.py
│ ├── logging_utils.py
│ ├── pydantic_base_schema.py
│ ├── regex_pattern_utils.py
│ ├── testing_utils.py
│ ├── time_utils.py
│ ├── token_utils.py
│ ├── type_conversion_utils.py
│ ├── validation_utils.py
│ └── web_scraping_utils.py
└── tests
├── conftest.py
├── test_database
│ └── test_database.py
└── test_utilities
├── test_configs.py
├── test_constants.py
├── test_data_loading_utils.py
├── test_data_preprocessing_utils.py
├── test_data_structure_utils.py
├── test_exceptions.py
├── test_feature_engineering_utils.py
├── test_image_utils.py
├── test_pydantic_base_schema.py
├── test_regex_pattern_utils.py
├── test_testing_utils.py
├── test_time_utils.py
├── test_token_utils.py
├── test_type_conversion_utils.py
├── test_validation_utils.py
└── test_web_scraping_utils.py
8 directories, 45 files