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scikit-learn (formerly scikits.learn and also known as sklearn) is a free and open-source machine learning library for the Python programming language. [3] It features various classification, regression and clustering algorithms including support-vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific ...
In 2005 Xored Software inc. [3] proposed Eclipse Dynamic Languages Toolkit Project to the Eclipse Foundation and it was approved in 2006. In 2007 Eclipse DLTK was released as a part of Eclipse Europa. From that moment on, every Eclipse Simultaneous Release comprises a new version of DLTK.
Development environments include the Eclipse Java development tools (JDT) for Java and Scala, Eclipse CDT for C/C++, and Eclipse PDT for PHP, among others. [10] The initial codebase originated from IBM VisualAge. [11] The Eclipse software development kit (SDK), which includes the Java development tools, is meant for Java developers. Users can ...
[4] [5] It is packaged as an optional part of the Python packaging with many Linux distributions. It is completely written in Python and the Tkinter GUI toolkit (wrapper functions for Tcl/Tk). IDLE is intended to be a simple IDE and suitable for beginners, especially in an educational environment. To that end, it is cross-platform, and avoids ...
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PyCharm – Cross-platform Python IDE with code inspections available for analyzing code on-the-fly in the editor and bulk analysis of the whole project. PyDev – Eclipse-based Python IDE with code analysis available on-the-fly in the editor or at save time. Pylint – Static code analyzer. Quite stringent; includes many stylistic warnings as ...
The Eclipse IDE platform can be extended by adding different plug-ins. Notable examples include: Acceleo, an open source code generator that uses EMF-based models to generate any textual language (Java, PHP, Python, etc.). Actifsource, a modeling and code generation workbench. Adobe ColdFusion Builder, the official Adobe IDE for ColdFusion.
The scikit-learn project started as scikits.learn, a Google Summer of Code project by David Cournapeau. After having worked for Silveregg, a SaaS Japanese company delivering recommendation systems for Japanese online retailers, [3] he worked for 6 years at Enthought, a scientific consulting company.