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HotSpot learns a set of rules (displayed in a tree-like structure) that maximize/minimize a target variable/value of interest. With a nominal target, one might want to look for segments of the data where there is a high probability of a minority value occuring (given the constraint of a minimum support). For a numeric target, one might be interested in finding segments where this is higher on average than in the whole data set. For example, in a health insurance scenario, find which health insurance groups are at the highest risk (have the highest claim ratio), or, which groups have the highest average insurance payout.

The main module contains the GeoTools public interfaces that are used by other GeoTools modules (and GeoTools applications). Where possible we make use industry standard terms as provided by OGC and ISO standards. The formal GeoTools public api consists of gt-metadata, jts and the gt-main module. The main module contains the default implementations that are available provided to other GeoTools modules using our factory system. Factories are obtained from an appropriate FactoryFinder, giving applications a chance configure the factory used using the Factory Hints facilities. FilterFactory ff = CommonFactoryFinder.getFilterFactory(); Expression expr = ff.add( expression1, expression2 ); If you find yourself using implementation specific classes chances are you doing it wrong: Expression expr = new AddImpl( expression1, expressiom2 );

A very simple, no-dependencies drawing API providing some primitive operations including lines, rectangles, circles, ellipses, arcs. It doesn't actually draw TO anything, you must provide your own implementation of Backing to actually paint the pixels. This project is intended for use with Snake, my project for Razer devices on Linux, but is made available in case others may find it useful. It doesn't have anything fancy like anti-alias, transformations or even line widths, contributions welcome though!

jpm4j is Just another Package Manager for Java. It stills the envy of all Java developers of Ruby with their Gems, Perl with its cpan, and Python with its pips. jpm makes it very easy to deploy Java applications on a myriad of platforms. This program is the command line application that performs the front end of the https://www.jpm4j.org website. It provides full access to the repository index (i.e. jpm find osgi), it can be used to install, etc. Use jpm help to see all the commands.

This is a demo program that illustrates some of the capabilities of Madura working with Vaadin. Specifically it shows the use of the JPAontainer. The JPAContainer shown here is extended from the one you can find in Vaadin Addons to support Spring's @Transactional notation. It is also using Madura Objects, but that is an interesting incidental because you could use Madura Objects with both. So the objective here is to show a complete working demo of how to configure everything to show a table of data fetched from a database using JPA, including popup edit forms.

Spring JdbcTemplate did very convient and useful, but it also has some disadvantages or in another word “inconvenient”. For example, you can’t just pass an object and tell JdbcTemplate to turn it into a sql and save to database just like hibernate does. Alright, you may say “JdbcTemplate doesn’t need you to write hbm.xml , so it’s understandable”. But is it true that this thing is impossible to achieve? And also you know JdbcTemplate can auto turn the result of a query to a list of persistent object a.k.a PO, but when you want to do this you will meet a problem: “How to ?”.Because you can’t find any function of JdbcTemplate to pass a sql and a PO class as we expected. After you google for it, you’ve been told you can create a BeanPropertyRowMapper to deal with this. But isn’t it could be more easier? Based on those questions I create JdbcTemplateTool which can provide these features.

Release Audit Tool (RAT) is a tool to improve accuracy and efficiency when checking releases. It is heuristic in nature: making guesses about possible problems. It will produce false positives and cannot find every possible issue with a release. It's reports require interpretation. In response to demands from project quality tool developers, RAT is available as a library suitable for inclusion in tools. This POM describes that library. Note that binary compatibility is not gauranteed between 0.x releases.