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Nearest Neighbor Algorithm Python scripts

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
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Binary search in one line

This is an implementation of the binary search algorithm in (almost) one line. Given a number 'n' and a list 'L', the function returns the index of the number on the list, or -1. ...
Python
Binary search in one line downloadDownload

Rating class with mapping interface

Rating class with mapping interface script deals with items sorted by value and accessed by key or rating index. ...
Python
Rating class with mapping interface downloadDownload

Turing Machine Simulator

Turing Machine Simulator allows an arbitrary machine to be loaded. Words (represented as strings) can be ran against the simulator producing a response: Accept or Crash. ...
Python
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Implementation of sets using sorted lists

... element comparisons.Results are built using fast-slicing. - Algorithms are designed to minimize the number of compares which can be expensive. - Natural support for sets of sets. No special accomodation needs to be made to use a set or dict as a set member, but users need to ...
Python
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High performance currying with instance method

This script implements the instance method for performing currying. Instance method provides a way to perform currying such that the curried function runs much faster than one produced by closure. Currying is an important technique to build callables on the fly and is well covered in other recipes. If the callables ...
Python
High performance currying with instance method downloadDownload

Convex hull and diameter of 2d point sets

... points represented as pairs (x,y). The convex hull algorithm is Graham's scan, using a coordinate-based sorted order ... commonly seen radial sorted order. A rotating calipers algorithm generates candidate pairs of vertices for the diameter calculation. Care was taken handling tricky cases such as pairs of points with the same x-coordinate ...
Python
Convex hull and diameter of 2d point sets 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 sort using 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 ...
Python
Two pass Pairing Heap with Auxiliary List downloadDownload

Rabin Miller probabilistic prime test

... prime) is at most 4**-k. Included is an algorithm for generating a number of b bits for which no composite witness was found after k trials. Removing mathematical rigor will suggest that the probability of the value being prime after k trials is at least 1-1/4**k. ...
Python
Rabin Miller probabilistic prime test downloadDownload

Pseudo random string to float conversion

Pseudo-random string to float conversion script converts strings to floats in the range [0, 1), using a hash function. ...
Python
Pseudo random string to float conversion downloadDownload

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