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NumPy

... used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to seamlessly and speedily integrate with a wide-variety of databases. NumPy derives from the old Numeric code base ...
Python
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Modular toolkit for data processing

Modular toolkit for Data Processing (MDP) is a Python data processing framework. Implemented algorithms include: Principal Component Analysis ... of trainable supervised and unsupervised algorithms or other data processing units (nodes) that can be combined into data processing flows. Given a sequence of input data, MDP takes care of successively training or executing ...
Python
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Natural Language Toolkit

... Language Toolkit, is a suite of program modules, data sets and tutorials supporting research and teaching in computational linguistics and natural language processing. NLTK is ideally suited to students who are learning NLP (natural language processing) or conducting research in NLP or closely related areas, including empirical linguistics, cognitive science, ...
Python
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Quick and easy FIFO queue class

... easy First-In-First-Out queue class based on Python's List data structure. ...
Python
Quick and easy FIFO queue class downloadDownload

Symmetric data obfuscation using xor

... be conveniently used to obfuscate a string of data using simple xor without using any key. ...
Python
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Implementation of sets using sorted lists

... set operations using sorted lists as the underlying data structure. Advantages: - Space savings -- lists ... - Fast operations depending on the underlying data patterns. - Non-overlapping sets get united, intersected, or differenced with only log(N) element comparisons.Results are built using fast-slicing. - Algorithms are designed ...
Python
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Summary reports using itertools groupby

This script produces a summary of the data, grouped by the given key (default: the first ... value arguments should be functions which, given a data record, return the relevant value. ...
Python
Summary reports using itertools groupby downloadDownload

Two pass Pairing Heap with Auxiliary List

This script allows you to manage data collections.For random data, this implementation still makes more comparisons than a ... heapq or the builtin sort. For partially ordered data, it can perform better than the builtin sort. Because of the list of lists data structure, it always takes more memory than either
Python
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More accurate sum

... use any additional memory (although it destroys the data array), and also runs asymptotically faster for unlimited precision numbeuns asympr >/ ...
Python
More accurate sum downloadDownload

An interval mapping data structure

... kind of dictionary which allows you to map data intervals to values. You can then query the structure for a given point, and it returns the value associated to the interval which contains the point.Boundary values don't need to be an integer ; in the test unit a date-time object ...
Python
An interval mapping data structure downloadDownload

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