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Mathematics Function scripts

NumPy

... powerful N-dimensional array object - sophisticated (broadcasting) functions - basic linear algebra functions - basic Fourier transforms - sophisticated random number capabilities - tools for integrating Fortran code. Besides it's obvious scientific uses, NumPy ...
Python

Modular toolkit for data processing

Modular toolkit for Data Processing (MDP) is a Python data processing framework. Implemented algorithms include: Principal Component Analysis (PCA), Independent Component Analysis (ICA), Slow Feature Analysis (SFA), Growing Neural Gas (GNG), Factor Analysis, Fisher Discriminant Analysis (FDA), and Gaussian Classifiers. From the user's perspective, MDP consists of a collection of trainable ...
Python

Finite State Machine FSM

... a FSM memory. This module contains an example function that demonstrates a simple RPN expression evaluator. ...
Python

Natural Language Toolkit

NLTK, the Natural 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, ...
Python

Merging two sorted iterators

Merging two sorted iterators script provides a mergeiter() function that can merge two iterators into a single iterator. It uses generators, and guarantees constant memory use. ...
Python

Symmetric data obfuscation using xor

This script can be conveniently used to obfuscate a string of data using simple xor without using any key. ...
Python

Charlemagne

Charlemagne is a genetic programming application which aims to be highly configurable and applicable to a broad range of problems.It is written in Python and Lisp and to some degree is extensible in both languages. It features built-in input-output mapping support, but also provides the ability to define complex fitness calculators ...
Python

Binary search in one line

... a number 'n' and a list 'L', the function returns the index of the number on the list, or -1. ...
Python

High performance currying with instance method

... way to perform currying such that the curried function runs much faster than one produced by closure. ... resulting callable: it avoids nesting an extra Python function call, which may be important.  ...
Python

More accurate sum

Built-in "sum" function, as well as add.reduce functions in Numeric/numarray introduce a large error when summing large arrays of like elements. This script contains a function that makes sums with error less than 1e-15. It doesn't use any additional memory (although it ...
Python

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