The primary goal is to be as illustrative as possible without hiding problems and pitfalls but to address them. All concepts and ideas are outlined in a clear cut manner with graphically depicted plausibility arguments and a little elementary mathematics.The major topics are extensively outlined with exploratory examples and applications. Along the way topics like mathematical optimization or evolutionary algorithms are touched. This successful book provides in its second edition an interactive and illustrative guide from two-dimensional curve fitting to multidimensional clustering and machine learning with neural networks or support vector machines. Compact, fast and truly universal, this great tool will become your reliable aide for tasks of any complexity level.įrom Curve Fitting to Machine Learning: An Illustrative Guide to Scientific Data Analysis and Computational Intelligence MagicPlot Pro is exactly what you need for convenient and efficient data analysis, non-linear curve fitting and plotting. MagicPlot Pro offers nearly unlimited flexibility in exploring graphs, zooming in and out, scrolling, modifying data ranges and doing a lot more to get the job done faster. The program features a modern user interface supporting configurable opacity of all elements, Unicode encoding, ultra-fast rendering of complex graphs with no flickering, and simultaneous display of multiple anti-aliased graphs with thousands of dots. This compact 2 MB program was written in Java and runs on any system with a Java virtual machine installed on it with no installation required.
MagicPlot Pro supports export and import of values from CSV files via a convenient wizard with instant data preview, comes with a powerful integrated scientific calculator and automatically recalculates formulas following the updates of input data. A comprehensive set of graph editing tools makes it manifold easier to apply your creativity and knowledge, while a powerful multi-level undo/redo feature facilitates experiments and test fits, allowing you to make mistakes and roll-back to the previous step at any second. Created by scientists for scientists, the software offers an unprecedented set of features and best-in-class flexibility for precise manual and automatic data analysis. An irreplaceable tool in the arsenal of any math student, researcher, scientist or engineer, MagicPlot Pro is a compact, powerful and efficient program for plotting, curve fitting and visual data analysis.
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