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Toni Mattis amintos

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amintos / kadokusei.py
Created January 11, 2013 01:39
Module providing Hiragana-like encodings for arbitrary data.
"""
KADOKUSEI Number and Byte-Stream Representation
(c) 2013 | Toni Mattis | MIT Licensed
This code allows abstract numbers, i.e. coordinates, public keys or hashes
to be represented in a pronounceable way. Composition is based on Hiragana.
Example:
>>> encode_number(718428)
@amintos
amintos / knn.py
Last active December 10, 2015 14:38
A **standalone function approximator** using **K-Nearest-Neighbours**. Supports euclidean and cosine similarity measures, weights the top-k results constantly, linearly or exponentially (using Boltzmann/Gibbs) and optionally normalizes the output. Can perform cross-validation on its sample set for parameter tuning and reads CSV files.
#
# K-Nearest-Neighbours Function Approximator
# 2013 | by Toni Mattis
#
import math
import heapq # for efficient top-k retrieval
import random # for cross-validation
import csv # for loading samples from a file
@amintos
amintos / wiki2couch.py
Created December 30, 2012 16:32 — forked from anonymous/wiki2couch.py
# Imports a Wikipedia dump into a CouchDB
# ... and makes it searchable by Apache Lucene
# REQUIREMENTS:
# - CouchDB
# - couchdb-lucene (https://github.com/rnewson/couchdb-lucene)
# - couchdb-python (http://code.google.com/p/couchdb-python/)
# Run CouchDB, start this script, run couchdb-lucene while script is running
# Trigger Indexing by Sample Query:
@amintos
amintos / nn.py
Last active October 13, 2015 02:58
standalone neural networks for simple function approximation (fixed SingleLayerPerceptron and added Biases, 2013/12/05)
#
# NEURAL NETWORK CLASSIFIERS
# Pure Python Implementation
#
# Copyright (c) 2008 - 2013 | Toni Mattis <[email protected]>
#
import random, math
# ------------------------------------------------------------------------------
@amintos
amintos / foomodule.c
Created September 14, 2012 11:09
Example interfacing plain arrays via NumPy
#include "Python.h"
#include "numpy/arrayobject.h"
// ----------------------------------------------------------------------------
// BASIC API
typedef struct {
int data[1024];
} internalColumn;
@amintos
amintos / shred.py
Created September 6, 2012 12:22
Securely erases free disk space on small disks (flash drives, etc.)
import os
import time
ITERATIONS = 3 # Number of passes
BLOCKSIZE = 1 << 20 # Bytes to be written at once
INFO_SECONDS = 3 # Interval in which output is displayed
FILE = 'crap' # File where random output is dumped
def format_bytes(n):
'''Human readable representation of bytes'''