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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
#automl
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
#automl
GitHub
GitHub - dan0nchik/SAP-HANA-AutoML: Python Automated Machine Learning library for tabular data.
Python Automated Machine Learning library for tabular data. - dan0nchik/SAP-HANA-AutoML
Тэги доступные в канале на данный момент:
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