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KNIME, the Konstanz Information Miner, is an open source data analytics, reporting and integration platform.

KNIME integrates various components for machine learning and data mining through its modular data pipelining concept.

A graphical user interface allows assembly of nodes for data preprocessing, for modeling and data analysis and visualization.

Theano is a numerical computation library for Python.

In Theano, computations are expressed using a NumPy-like syntax and compiled to run efficiently on either CPU or GPU architectures.

YAML (rhymes with camel) is a human-readable data serialization language.

It is commonly used for configuration files, but could be used in many applications where data is being stored (e.g. debugging output) or transmitted (e.g. document headers).

YAML targets many of the same communications applications as XML, but has taken a more minimal approach which intentionally breaks compatibility with SGML.

YAML 1.2 is a superset of JSON, another minimalist data serialization format where braces and brackets are used instead of indentation.

matplotlib is a plotting library for the Python programming language and its numerical mathematics extension NumPy.

It provides an object-oriented API for embedding plots into applications using general-purpose GUI toolkits like Tkinter, wxPython, Qt, or GTK+.

There is also a procedural "pylab" interface based on a state machine (like OpenGL), designed to closely resemble that of MATLAB, though its use is discouraged.

SciPy makes use of matplotlib.

Nagios, now known as Nagios Core, is a free and open source computer-software application that monitors systems, networks and infrastructure.

Nagios offers monitoring and alerting services for servers, switches, applications and services.

It alerts users when things go wrong and alerts them a second time when the problem has been resolved.