# Machine learning

Tuesday, 06 November 2007 14:44

Machine learning is about adaptive thinking.....you don't directly code the solution, instead the computer finds and returns a solution. Typically statistically based and supervised. But unsupervised methods exist. Choose the correct topology and computing methods, feed in your sample data, and ask the computer to generalize the solution according to it's prior training experience.Backpropagation - Wikipedia - Gradient descent - Wikipedia, newton's method, linear least squares, regression, call it what you will.

O'Reilly Media | Programming Collective Intelligence - a great book about machine learning with code written in python.

Microsoft Solver Foundation - Express Edition - Home - $$ Modeling and solving scenarios by using constraints, goals, and data. Programming in the Optimization Modeling Language (OML), in C# imperatively, in F# functionally, or in any .NET Framework language.

Deep Learning

Artificial Intelligence & Machine Learning | Artificial Intelligence , Soft Computing, Machine Learning, Computational Intelligence

Support Vector Machines (SVM) Fundamentals Part-I | Artificial Intelligence & Machine Learning - Support vector machine is a linear discriminant which not only classifies the patterns but also maximizes the margin..

2.7. Mathematical optimization: finding minima of functions — Scipy lecture notes

What do you mean that's undefined?! • How To: Setup a Machine Learning Environment

scikit-learn: machine learning in Python — scikit-learn documentation - Classification,regression,clustering,dimensionality reduction,model selection, preprocessing - Built on NumPy, SciPy, and matplotlib

Realtime Webcam Sudoku Solver - CodeProject - opencv,Hough transformation,OCR,Sudoku solver (brute force,naked single candidates,hidden single)

## Spaun behaviour and neural simulation

world's largest functional brain model. from Centre for Theoretical Neuroscience(CTN) @ University of Waterloo, CanadaHow to build a brain | Nengo

Videos for Spaun simulations | Nengo

Meet Spaun, the Artificial Brain | CaseyRichard.com

Simulated brain scores top test marks : Nature News & Comment

## SOMs || Self Organizing Maps || or the shape/relation/structure of things.

moritz.stefaner.eu - B.Sc. Thesis - Projection Techniques for Document Maps by Moritz Stefaner< Prev Next >

Last Updated on Thursday, 02 January 2014 17:17