NeuroSolutions Infinity Processor v1.1.0.0 (Dec 2014)
Sale Page : http://www.neurosolutions.com/infinity/
Files of Product : http://imgur.com/8jTWocv
Automated Data Analysis & Intelligent Neural Network Software
NeuroSolutions Infinity neural community software program gives dependable, scalable, distributed processing of enormous information throughout clusters of computer systems to create extremely correct predictive fashions for information mining and evaluation. It is designed to scale up from a single pc to hundreds of machines, every providing native computation. The easy-to-use interface permits you to set minimal circumstances for preprocessing and neural community studying. Or, take the reins and set particular circumstances to have whole management over information preprocessing, coaching termination guidelines and neural community architectures. Perform gross sales forecasting, sports activities predictions, medical classification, and rather more with NeuroSolutions Infinity.
How NeuroSolutions Infinity Works
A neural community is a robust information modeling software that is ready to seize and characterize advanced enter/output relationships. It is troublesome for most individuals to know the advanced math concerned with neural networks and much more difficult to determine tips on how to set up your information into significant info for the neural community to know. NeuroSolutions Infinity is designed to make highly effective neural community know-how simple to make use of for each novice and superior builders.In its easiest kind there are three fundamental phases in neural community evaluation: coaching the community in your information, testing the community for accuracy and making predictions/classifying from new information. Only NeuroSolutions Infinity can accomplish all of this robotically with a couple of clicks of the mouse!
Data, Data, Data!
Neural networks will offer you nearly as good of knowledge as you feed it – “Garbage in, Garbage out“.
NeuroSolutions Infinity will will let you analyze and preprocess information from Microsoft SQL ServerTM, ExcelTM, or textual content information into related info to create extremely correct predictive neural community fashions. It will display the imported information for lacking information and outliers, and supply choices for successfully dealing with these frequent points. Finally, it can robotically search by way of the uncooked inputs variables and preprocess them utilizing as much as 57 totally different mathematical features to search out the optimum set of inputs for the neural community mannequin.
Advanced Data Mining & Distributed Computing
There are almost infinite prospects whereas trying to find the optimum answer – not just for preprocessed inputs, but additionally totally different combos of inputs and neural community topologies. Using the uncooked enter variables together with the preprocessed variables it can intelligently search by way of as much as 37 neural community topologies together with well-liked ones like Multi-Layer Perceptron (MLP), Probabilistic Neural Network (PNN), Support Vector Machines (SVM) and plenty of extra. In addition to the topology search, it can additionally range neural community elements and parameters to search out the optimum neural community mannequin based mostly in your information.
NeuroSolutions Infinity does all of this utilizing as a lot processing energy as you need to give it – beginning with your whole pc’s processing cores and as much as one further pc, and expandable to incorporate many extra computer systems and even graphics playing cards.
Neural Network Model Confidence & Production
NeuroSolutions Infinity will probably create tens, lots of and in some circumstances hundreds of neural community fashions because it searches for the optimum answer. So how have you learnt if you happen to’ve bought THE mannequin?
NeuroSolutions Infinity staff Leave-N-Out Cross Validation for validating the “best” neural community mannequin. This allows the software program to make use of all the information set for mannequin validation, re-training the “best” mannequin as much as 100 occasions with the ultimate outcome being fully out of pattern. In addition to mannequin validation, new information might be imported into the software program and run by way of the ultimate mannequin as manufacturing (out of pattern) information.
Extending NeuroSolutions Infinity
NeuroSolutions Infinity options an add-on for bettering coaching velocity by way of parallel computing with NVDIA CUDA™ and OpenCL™ GPU processing.
NeuroSolutions Accelerator allows NeuroSolutions and NeuroSolutions Infinity to harness the huge processing energy of multi-core processors and graphics playing cards (GPU’s) from AMD, Intel and NVIDIA by way of parallel computing. It allows coaching time enhancements from hours to minutes when in comparison with conventional processors on bigger neural networks educated with Levenberg-Marquardt.
Using Neural Networks in Your Application
NeuroSolutions Infinity FastDeploy is a fast and straightforward deployment answer for NeuroSolutions Infinity! FastDeploy is a software program add-on that permits you to export Infinity manufacturing fashions and embed them into your software program purposes. It does this by exporting all the steps required to breed a mannequin right into a definition file that may be accessed programmatically by way of an included Windows DLL (Dynamic Link Library) for each 32- and 64-bit .NET purposes.