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salesforce / gsoc

Salesforce open source projects in Google Summer of Code 2019
BSD 3-Clause "New" or "Revised" License
19 stars 7 forks source link

TransmogrifAI - GSoC #11

Open a1pha opened 5 years ago

a1pha commented 5 years ago

Hello GSoC mentors,

My name is Abhi Jadhav, and I am an undergraduate student at Duke University studying biomedical engineering and computer science. Throughout my studies, I have developed a passion for machine learning and data analysis. What intrigued me about the TransmogrifAI project(s), is the attention toward model interpretability - something I think is lacking in many approaches to ML (very black box prone). Additionally, the hyperparameter optimization theme reminds me of my own struggles with painstakingly trying to fine-tune parameters. I truly believe both of these factors are what contribute to ML being perhaps a bias in the age of the technological elite, something which the TransmogrifAI API can serve to work against. I would love to learn how I can contribute to this open source project and/or chat with a mentor!

Thanks for your time, Abhi

a1pha commented 5 years ago

Bump?

HariharasudhanAS commented 5 years ago

Adding on to a1pha, I took would like to know the way forward.