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Machine learning |
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Machine learning is a field of computer science that explores ability to learn without explicit programmming.
In the following sections different problems and solutions are discussed using IPython notebook
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Mathematical Tools |
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Ordinary Differential Equations: Numerical solutions to ODE using Euler, Taylor, Midpoint, Runge-Kutta Methods.
Also shown the adaptive time step algorithm using Euler and Heun's Method.
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Higgs Boson |
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Higgs Boson: In this example the tranning set is used from Kaggle Competition.
The trainning set is devided into trainning and testing. about 72% accuracy achived without optimization.
The optimized algorithm ...commimg soon.
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