Add SGDClassifier

[sanketsarang]

Add SGDClassifier model into the library.

Primary File to Change: https://github.com/blobcity/autoai/blob/main/blobcity/config/classifier_config.py

Reference SGDClassifier Implementation:
https://github.com/blobcity/ai-seed/blob/main/Classification/Linear%20Models/SGDClassifier.ipynb

Dependencies if any, must be appropriately added. Test run of the train function on a classification problem must pass, and the function must attempt to train an SGDClassifier as a potential best fit model.

[Devolta05]

Hello, Could I contribute to this issue? if possible could it be assigned to me 🤔

[sanketsarang]

Done. Assigned to you @Devolta05