Added
- Initial release of **DataFlux**.
- Implemented `CSVLoader` for loading CSV files.
- Implemented `SQLLoader` for loading data from SQL databases.
- Implemented `S3Loader` for loading data from S3 buckets.
- Implemented `CustomLoader` as a base class for custom data loaders.
- Added preprocessing modules: `scaling.py`, `encoding.py`, `feature_engineering.py`, `cleaning.py`, and `pipeline.py`.
- Added model modules: `trainer.py`, `evaluator.py`, `hyperparameter.py`, and `model_export.py`.
- Added integration modules: `neptune_integration.py`, `custom_step.py`, and `logger.py`.
Changed
- N/A
Deprecated
- N/A
Removed
- N/A
Fixed
- N/A
Security
- N/A
Compatibility
- Compatible with Python 3.9, 3.10, 3.11, and 3.12.
Status
- The Project is in the initial release stage. All core functionalities are implemented and tested. Further enhancements and optimizations are planned for future releases.
- The project is actively maintained and supported.
- The project is open for contributions and feedback.
- The project is open for collaborations and partnerships.
- The project is open for sponsorships and donations.
- The project is open for job opportunities and internships.