Automated Machine Learning Library Simple but powerful Automa | Data Science by ODS.ai 🦜
Automated Machine Learning Library
Simple but powerful Automated Machine Learning library for tabular data. It uses efficient in-memory SAP HANA algorithms to automate routine Data Science tasks. Beats built-in solution in HANA, database from SAP. Written by 2 students as diploma project.
Features: • Easy to use Python interface • Automates most Machine Learning steps • Complete documentation • Intuitive web client • Supports Regression and Binary Classification tasks
Roadmap: • Text classification • Multi class classification • Forecasting • Automate all ML steps • Beat other libraries in accuracy • More hyperparameter tuning methods
GitHub: https://github.com/dan0nchik/SAP-HANA-AutoML Web app: https://share.streamlit.io/dan0nchik/sap-hana-automl/main/web.py Docs: https://sap-hana-automl.readthedocs.io/en/latest/index.html# Authors: @dan0nchik, @m_whiskas
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