✨AutoML✨

Your one-stop for developing automated machine learning pipelines!

What is it?

AutoML is a web based no-code Machine Learning application which enable users to perform machine learning algorithms just by uploading a dataset. It reduces huge amounts of time to analyse datasets and build model with the most common ML Algorithms. It also produces specific model accuracy plots for user to know which model suits the dataset well. Very simplistic and easy design which enables even beginners to follow easily.

Top Features:boom:

• Developed with 6 classification algorithms + 4 regression algorithms🚨
• Preprocess broken dataset automatically within few seconds⚡️
• Auto-generated visualisations for each stage of preprocessing for user to note their decisions ✅
• Amazing Chart analysis of accuracies of models, so that user can analyse the best model for their dataset📝

Screenshots📸

Basic Flowchart

All the missing data in user's dataset are filling with the respective value button(mean, median, mode)

Dataset is made training-ready before the train phase

And we render an interactive graph system for user to analyze the models

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To get started🏗

git clone https://github.com/MSAneesh/AutoML.git
cd AutoML
cd App
npm install
npm start

Future Updates🚧

• We will be to implementing a secure and a robust way to download models for all the algorithms.
• Implementing a copy-code feature where user can also copy the language script for preprocessing and model training.

Powered by🚚

• React JS
• Sci-kit learn library
• Flask Framework
• Pandas

Developed by👷

• Jofin F Archbald
• Aneesh Sarjit
• Yuthishtra Prasad

With ❤️ by JAY