Neural Designer
Neural Designer is a software tool for data mining based on machine learning techniques, a main area of artificial intelligence research.[1] It has been developed from the open source library OpenNN,[2] and contains a graphical user interface which simplifies data entry and interpretation of results.
In 2014, this computer program was selected by the prestigious magazine Predictive Analytics Today among the top proprietary software for data mining.[3] Also, during the same year, Big Data Analytics Today selected Neural Designer as one of the best brain inspired artificial intelligence projects.[4]
In 2015, Neural Designer has been chosen by the European Commission, within the Horizon 2020 program, as a disruptive technology in the ICT field.[5]
Features
Neural Designer is a general predictive analytics software. It implements deep learning architectures with multiple non-linear layers and contains utilities to solve function regression, pattern recognition, time series and autoencoding problems.[6]
The input to Neural Designer is a data set, and the output from it is a predictive model. That result takes the form of an explicit mathematical expression, which can be exported to any computer language or system.[7]
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.
| Open source | |
|---|---|
| Proprietary |
|
See also
- Artificial intelligence
- Artificial neural network
- Comparison of deep learning software
- Data mining
- Deep learning
- Machine learning
- Predictive analytics
References
- ^ "Neural Designer for data mining using neural networks". Predictive Analytics Today. July 2014.
- ^ "OpenNN, An Open Source Library For Neural Networks". Kdnuggets. June 2014.
- ^ "Top 26 data mining software". Predictive Analytics Today. November 2014.
- ^ "Top 12 Brain Inspired Artificial Intelligence Projects". Big Data Analytics Today. December 2014.
- ^ "European Commission : CORDIS : Projects and Results : A high performance solution for predictive analytics". European Commission. May 2015.
- ^ Louis Lott (2014). Deep Learning, 52 Most Asked Questions - What You Need To Know.
- ^ "Neural Designer, Data mining and learning analytics tools". Edutech wiki. May 2015.