Automated Data Science and Data Mining
Automated Data Science is becoming more popular. Here is our initial list of automated Data Science and Data Mining platforms.
We have created a new page under
KDnuggets » Software for Automated Data Science.
Here is the initial content, but please suggest systems that should be added in the comments.
- Automatic Business Modeler from Algolytics, automatically builds accurate and interpretable predictive models. Commercial.
- Automatic Statistician project, a system which explores an open-ended space of possible statistical models to discover a good explanation of the data, and then produces a detailed report with figures and natural-language text. Research project.
- DataRobot, automated Machine Learning platform built by top data scientists on Kaggle. Commercial.
- machineJS: Automated machine learning - just give it a data file. Open-source on github.
- Quill from Narrative Science, transforms data into meaningful and insightful narratives people can simply read. Commercial.
- Skytree Machine Learning Software, enterprise-grade machine learning, uses all data and high performance algorithms automated model building to deliver more accurate predictive models. Commercial.