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Mauricio Alejandro Toro Espejo maurotoro

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  • Lisbon, Portugal
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@cwindolf
cwindolf / whiten.py
Last active July 13, 2021 15:30 — forked from joelouismarino/whiten.py
Python library for whitening and coloring data
'''Python library for decorrelating and correlating data
Forked from joelouismarino/whiten.py.
Also based on R's rdrr.io/cran/whitening/src/R/whiteningMatrix.R,
and an SAS blog post:
blogs.sas.com/content/iml/2012/02/08/use-the-cholesky-
transformation-to-correlate-and-uncorrelate-variables.html
'''
import numpy as np
import scipy.linalg as la
@joelouismarino
joelouismarino / whiten.py
Last active October 18, 2023 18:08
import numpy as np
def whiten(X, method='zca'):
"""
Whitens the input matrix X using specified whitening method.
Inputs:
X: Input data matrix with data examples along the first dimension
method: Whitening method. Must be one of 'zca', 'zca_cor', 'pca',
@nazrulworld
nazrulworld / pypi classifiers list
Created May 26, 2016 17:04
Development Status :: 1 - Planning
Development Status :: 2 - Pre-Alpha
Development Status :: 3 - Alpha
Development Status :: 4 - Beta
Development Status :: 5 - Production/Stable
Development Status :: 6 - Mature
Development Status :: 7 - Inactive
Environment :: Console
Environment :: Console :: Curses
Environment :: Console :: Framebuffer
@olih
olih / jq-cheetsheet.md
Last active May 3, 2024 17:42
jq Cheet Sheet

Processing JSON using jq

jq is useful to slice, filter, map and transform structured json data.

Installing jq

On Mac OS

brew install jq

@calstad
calstad / TDA_resources.md
Last active May 4, 2024 08:11
List of resources for TDA

Quick List of Resources for Topological Data Analysis with Emphasis on Machine Learning

This is just a quick list of resourses on TDA that I put together for @rickasaurus after he was asking for links to papers, books, etc on Twitter and is by no means an exhaustive list.

Survey Papers

Both Carlsson's and Ghrist's survey papers offer a very good introduction to the subject

Other Papers and Web Resources

@StuartGordonReid
StuartGordonReid / DistanceMetrics.py
Created June 15, 2015 14:36
Implementation of various distance metrics in Python
import math
import random
import csv
import cProfile
import numpy as np
import hashlib
memoization = {}
@pierre-haessig
pierre-haessig / Cross correlation.ipynb
Last active July 2, 2018 13:28
Cross correlation Notebook from https://github.com/JoseGuzman/myIPythonNotebooks/blob/master/Signal_Processing/Cross%20correlation.ipynb
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@turnersr
turnersr / tda.md
Created January 28, 2014 14:19
Resources for Topological Data Analysis
@MohamedAlaa
MohamedAlaa / tmux-cheatsheet.markdown
Last active May 7, 2024 06:03
tmux shortcuts & cheatsheet

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname
@endolith
endolith / LICENSE.txt
Last active January 14, 2024 07:37
Arduino hardware true random number generator
MIT License
Copyright (c) 2012 endolith
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions: