Software:Neural Designer
Neural Designer is a software tool for machine learning based on neural networks, a main area of artificial intelligence research, and contains a graphical user interface which simplifies data entry and interpretation of results.
In 2015, Neural Designer was chosen by the European Commission, within the Horizon 2020 program, as a disruptive technology in the ICT field.[1]
Features
Neural Designer performs descriptive, diagnostic, predictive and prescriptive data analytics. It implements deep architectures with multiple non-linear layers and contains utilities to solve function regression, pattern recognition, time series and autoencoding problems.[2]
The input to Neural Designer is a data set, and its output is a predictive model. That result takes the form of an explicit mathematical expression, which can be exported to any computer language or system.[3]
Related tools
- Weka: free machine learning and data mining software.
- RapidMiner: free and commercial machine learning framework implemented in Java.
- KNIME: free and commercial machine learning and data mining software.
See also
- Artificial intelligence
- Artificial neural network
- Comparison of deep learning software
- Data mining
- Deep learning
- Machine learning
- Predictive analytics
References
- ↑ "European Commission : CORDIS : Projects and Results : A high performance solution for predictive analytics". European Commission. May 2015. http://cordis.europa.eu/project/rcn/196466_en.html.
- ↑ Louis Lott (2014). Deep Learning, 52 Most Asked Questions - What You Need To Know. ISBN 9781488805813. https://books.google.com/books?id=q58OBwAAQBAJ&q=Deep+Learning+52+Success+Secrets+-+52+Most+Asked+Questions+On+Deep+Learning+-+What+You+Need+To+Know.
- ↑ "Neural Designer, Data mining and learning analytics tools". Edutech wiki. May 2015. http://edutechwiki.unige.ch/en/Neural_Designer.
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