Juan Carrillo ARGHZ

Swarchal / find_correlation.py

Last active June 23, 2022 04:17

findCorrelation in python

	import pandas as pd
	import numpy as np

	def find_correlation(df, thresh=0.9):
	"""
	Given a numeric pd.DataFrame, this will find highly correlated features,
	and return a list of features to remove

	params:
	- df : pd.DataFrame

larsoner / jitters.py

Created June 17, 2015 23:06

Jitter

	# -- coding: utf-8 --
	"""
	An example where effecting jittering of triggers occurs when
	downsampling before epoching.
	"""
	import numpy as np
	import matplotlib.pyplot as plt

	# 1 sec of data @ 1000 Hz
	fs = 1000. # Hz

agramfort / pdc_dtf.py

Created March 30, 2014 16:33

Partial Directed Coherence and Direct Transfer Function using MVAR processes

	#!/usr/bin/env python
	# -- coding: utf-8 --

	"""Implements Partial Directed Coherence and Direct Transfer Function
	using MVAR processes.

	Reference
	---------
	Luiz A. Baccala and Koichi Sameshima. Partial directed coherence:
	a new concept in neural structure determination.