Ageml

Latest version: v0.2.0

Safety actively analyzes 682229 Python packages for vulnerabilities to keep your Python projects secure.

Scan your dependencies

0.1.0

- Added systems functionality
- Added covariate correction
- Added more ML models (other than LinearRegressor)
- Encapsulated pipeline commands in separate functions
- Major refactor of `ui.py` for better encapsulation, readability, and modularity.


What's Changed
* Task 27 encapsulation of pipeline commands by JGarciaCondado in https://github.com/compneurobilbao/ageml/pull/13
* [ENH] Add CV parameter setup to Classifier by JGarciaCondado in https://github.com/compneurobilbao/ageml/pull/15
* Task 6 multisystems by itellaetxe in https://github.com/compneurobilbao/ageml/pull/17
* HOTFIX: [ENH] Added scripts to debug the different CLIs by itellaetxe in https://github.com/compneurobilbao/ageml/pull/18
* Task 4 covariate correction by JGarciaCondado in https://github.com/compneurobilbao/ageml/pull/19
* Task 10 more ml models by itellaetxe in https://github.com/compneurobilbao/ageml/pull/20
* Hotfix whole system classify by itellaetxe in https://github.com/compneurobilbao/ageml/pull/22
* Task 17 documentation by itellaetxe in https://github.com/compneurobilbao/ageml/pull/23
* Hotfix: change name of factor analysis to factor correlation by itellaetxe in https://github.com/compneurobilbao/ageml/pull/24
* Refactoring of Interface command functions structure by JGarciaCondado in https://github.com/compneurobilbao/ageml/pull/26


**Full Changelog**: https://github.com/compneurobilbao/ageml/compare/latest...0.1.0

0.0.1

Release Notes
First release to present the basic features of AgeML.

Includes:

- **Basic functionality**: CLI and interactive CLI with options to run age modelling pipeline, correlation analysis of lifestyle factors, age delta comparison between clinical groups, and classification of clinical groups based on modelled age markers.
- **Repository minimals**: README, LICENSE, Contribution Guide,
![AGEML_OHBM](https://github.com/compneurobilbao/AgeModelling/assets/92918634/4b63c6cd-c275-42be-9fba-3d547d3765a0)

What's Changed
* [MERGE] Task 4: Build system implementation by itellaetxe in https://github.com/compneurobilbao/AgeModelling/pull/1
* [Task 5] Basic Tests (DONE) by itellaetxe in https://github.com/compneurobilbao/AgeModelling/pull/2
* Task 1 interactive cli by JGarciaCondado in https://github.com/compneurobilbao/AgeModelling/pull/3
* Feature/warnings temp files test by itellaetxe in https://github.com/compneurobilbao/AgeModelling/pull/4
* Task 7 clinical groups by JGarciaCondado in https://github.com/compneurobilbao/AgeModelling/pull/5
* Task 2 lifestyle factors by JGarciaCondado in https://github.com/compneurobilbao/AgeModelling/pull/6
* Task 8 classification by JGarciaCondado in https://github.com/compneurobilbao/AgeModelling/pull/7
* Task 3 Separate Genders by itellaetxe in https://github.com/compneurobilbao/AgeModelling/pull/8

New Contributors
* itellaetxe made their first contribution in https://github.com/compneurobilbao/AgeModelling/pull/1
* JGarciaCondado made their first contribution in https://github.com/compneurobilbao/AgeModelling/pull/3

**Full Changelog**: https://github.com/compneurobilbao/AgeModelling/commits/latest

Links

Releases

Has known vulnerabilities

© 2024 Safety CLI Cybersecurity Inc. All Rights Reserved.