AutoGOAL v1.0.0-alpha has a new architecture that separates additional functionality from pure AutoML code into independent modules. Moreover, it now supports native multi-objective optimization through Pareto Front Optimization.
Contribs
A new module named [**autogoal-contrib**](https://github.com/autogoal/autogoal-contrib) now handles everything related to "contribs". These contribs are independent Python packages that wrap specific sets of external packages. This means that each contrib now has its lock file.
Remote
AutoGOAL now has a system for distributing dependencies and computing resources over the network, which allows instances of AutoGOAL to connect and share their algorithms. With [**autogoal-remote**](https://github.com/autogoal/autogoal-remote) any instance can run any algorithm remotely, eliminating the need for installing possibly conflicting contribs in the same environment.
What's Changed Specifically?
* Implement get config method for keras layer wrappers by cbermudez97 in https://github.com/autogoal/autogoal/pull/141
* Bug fixes by lucas-FP in https://github.com/autogoal/autogoal/pull/153
* MLOps is Here !!! by rmarticedeno in https://github.com/autogoal/autogoal/pull/154
* Update docker images generation by rmarticedeno in https://github.com/autogoal/autogoal/pull/155
* Change Docker build order by rmarticedeno in https://github.com/autogoal/autogoal/pull/156
* Bug missing version control in base image by rmarticedeno in https://github.com/autogoal/autogoal/pull/157
* Feature keep sources list in the base image by rmarticedeno in https://github.com/autogoal/autogoal/pull/158
* Fix base docker image uri by rmarticedeno in https://github.com/autogoal/autogoal/pull/159
* Using poetry lockfile by rmarticedeno in https://github.com/autogoal/autogoal/pull/160
* V1.0 by EEstevanell in https://github.com/autogoal/autogoal/pull/171
New Contributors
* cbermudez97 made their first contribution at https://github.com/autogoal/autogoal/pull/141
* rmarticedeno made their first contribution at https://github.com/autogoal/autogoal/pull/154
**Full Changelog**: https://github.com/autogoal/autogoal/compare/v0.7.0...v1.0.0b