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Auto-ML

It is a simple, easy to use web app which allows users to upload their dataset and fill the name of target field.

Then our app preprocesses the dataset and applies various Machine learning Regression and classification algorithms depending on the case.

After processing our system will return a model with highest perform which the user can download and use.

Tech Stack: React JS , Flask , Python , Tensorflow , sklearn

Code inside the backend folder.

Publication link - https://ieeexplore.ieee.org/abstract/document/9711766

About

AutoML is a distributed machine learning pipeline designed to scale to large datasets. AutoML aims to automate the entire process of solving a classification problem. It just requires the dataset and the target column as an input and then the system takes care of the rest. Efficient cleaning of the dataset is performed, which imputes all the mis…

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