What's Changed

SecureML Anonymization module now supports multiple formats, including Polars DataFrames, CSV, and JSON!
Python 3.13 is now supported!

Security Bumps

• Bump requests from 2.32.2 to 2.32.4 by @dependabot in #7
• Bump setuptools from 76.1.0 to 78.1.1 by @dependabot in #6
• Bump torch from 2.6.0 to 2.7.1 by @dependabot in #8
• Bump protobuf from 4.25.6 to 4.25.8 by @dependabot in #9
• Bump urllib3 from 2.3.0 to 2.5.0 by @dependabot in #10

Full Changelog: v0.3.0...v0.3.1

What's New

LGPD Is officially supported de90a58
Compliance checking examples are now fully functional 48f7399
Add validation for epsilon in differentially_private_train and ensure x_train/x_val are 2D in _train_with_opacus aad90a1
Enhanced data preparation with more error handling for empty data, missing target columns, and invalid data types 5fbdc66

Full Changelog: v0.2.4...v0.3.0

What's New

Python 3.12 is now supported
Automatic SpaCy NLP model installation if it's not present
Several bug fixes

Full Changelog: v0.2.3...v0.2.4

What's Changed

• Bump pydantic from 1.10.7 to 1.10.13 by @dependabot in #3
• Bump tqdm from 4.65.0 to 4.66.3 by @dependabot in #4
• Bump requests from 2.31.0 to 2.32.2 by @dependabot in #2
• Add automatic installation of SpaCy model and update to 0.2.2 by @EnzoFanAccount in #5

New Contributors

• @dependabot made their first contribution in #3
• @EnzoFanAccount made their first contribution in #5

Full Changelog: v0.2.1...v0.2.2

On April 4th, 2025 SecureML was fully released

Full Changelog: v0.1.9-alpha...v0.2.1

What's Changed

• Improve Synthetic Data Generation
• Improve federated learning functionality

Full Changelog: v0.1.8-alpha...v0.1.9-alpha

What's Changed:

Completely fix test files

Full Changelog: v0.1.1-alpha...v0.1.8-alpha

What's New

TensorFlow-privacy is no longer handled in pyproject.toml but rather in a separate environment
Robust testing using pytest has been implemented

SecureML has launched

Full Changelog: https://github.com/scimorph/secureml/commits/v0.1.0-alpha