Machine Learning Workbench
| Public server: | Machine Learning Workbench |
|---|---|
| Scope: | Domain specific |
| Summary: | A comprehensive set of data preprocessing, machine learning, deep learning and visualisation tools, consolidated workflows for end-to-end machine learning analysis and training materials to showcase the usage of these tools. |
comments
The workbench provides you with a Swiss Army knife of scikit-learn, Keras (a deep learning library based on TensorFlow) and various other tools to transform, learn and predict and plot your data.
- The public server is hosted by the UesGalaxy.eu team.
user support
quotas
Storage and computational quotas.
citations
Gu, Q., Kumar, A., Bray, S., Creason, A., Khanteymoori, A., Jalili, V., Grüning, B., & Goecks, J. (2020). Accessible, Reproducible, and Scalable Machine Learning for Biomedicine. BioRxiv, 2020.06.25.172445. https://doi.org/10.1101/2020.06.25.172445
- ML Workbench tagged publications in the Galaxy Publication library