Your one-stop for developing automated machine learning pipelines!
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.
- 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📝
All the missing data in user's dataset are filling with the respective value button(mean, median, mode)
git clone https://github.com/MSAneesh/AutoML.git
cd AutoML
cd App
npm install
npm start
- 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.
- React JS
- Sci-kit learn library
- Flask Framework
- Pandas
With ❤️ by JAY