Completed Work:
Majority of the stuff I had proposed is complete now. I have successfully added the following models to dffml:
- Linear Regression from Scratch (Released with complete documentation)
- Scikit Models (Merged and waiting for documentation):
- https://github.com/intel/dffml/blob/3d04591dc664fcde1b9a95650b40fb76b6569abf/model/scikit/dffml_model_scikit/scikit_models.py#L46-L87
Targets for this week:
Complete the documentation for scikit models and fix a few issues.
Challenges:
I anticipate quite a few challenges this week. As the model class creation for scikit is dynamic, the documentation in particular is going to be a tricky task. Making it understandable and readable for new users is a priority. I'll try to fill it examples for better understanding.