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Could someone recommend me lightweight, easy to use Java library for stochastic gradient descent optimization?
This may be a late reply. Try MLLib by apache (part of SPARK project) or WEKA. Only to optimize a linear regression, you might like to code yourself rather than going for a library.
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I'm looking (have looked on Google, no luck) for a Java library that can produce graphs of mathematical functions and equations. It would be great if I could us it as a JComponent for adding to frames, but I can do without. If there aren't any good ones I'll probably make one anyway.
Thanks in advance
Did you check jfreechart?
http://www.jfree.org/jfreechart/samples.html
As jfreechart uses data series you will have to sample your matchematical functions.
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I normally use the Java Topology Suite to handle 2D geometries in Java.
Is there a similar library in Python, supporting some spatial standard such as GML?
Shapely (https://github.com/sgillies/shapely) is based on GEOS, the C/C++ port of JTS. JTS implements OGC simple features, not GML. Shapely doesn't read/write GML either.
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I'm writing an IDE in Java and I'm looking for a library that will highlight the code for me. I've found plenty for javascript, but that wont do me any good. I'd love to write my own but I don't have the foggiest idea where to start. Are there any Java libraries out there?
Take a look at jsyntaxpane; it may be the easiest starting point rather than starting from scratch.
I've used this library and it does the job pretty well: RSyntaxTextArea
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I need help in choosing the best library to implement the Kolmogorov-Smirnov Test (Two-Sample) in Java.
I have tried using JavaStatisticalClass.
Problem with this library is that I can't specify/choose the "Significance Level" by myself.
Do you have any suggestions of other libraries where I can chose the significance level?
Instead of specifying the significance level a priori you can determine the p-value using JavaStatisticalClass and compare this value with the intended significance.
How about jsc.goodnessfit.KolmogorovTest?
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Could your recommend some good big integer calculation library in C/C++/Java and it is better to support logarithmetic.
Thanks.
For C/C++ I would recommend the GNU Multiple Precision Library.
For Java you might check the built-in math API. It provides by far less functionality than GMP, but depending on what you need, it might meet your requirements.
Java has classes for that in java.math. (BigInteger for instance.)