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| echo `date`; | |
| dir=(`dirname $1`) | |
| base=(`basename $1`) | |
| echo "1/7 Preparing files"; | |
| cat $1 | sed 's/ "/\t/g' | sed 's/"; /\t/g' | cut -f1,4,5,7,10,12,16,18,22 | sed 's/";//' | awk '!x[$6]++' | awk '{print $6"\t"$0;}' > $dir/enst_annotation.tmp; |
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": { | |
| "collapsed": false | |
| }, | |
| "outputs": [], | |
| "source": [ |
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| ''' | |
| Non-parametric computation of entropy and mutual-information | |
| Adapted by G Varoquaux for code created by R Brette, itself | |
| from several papers (see in the code). | |
| This code is maintained at https://github.com/mutualinfo/mutual_info | |
| Please download the latest code there, to have improvements and | |
| bug fixes. |
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| import multiprocessing | |
| import pandas as pd | |
| import numpy as np | |
| def _apply_df(args): | |
| df, func, kwargs = args | |
| return df.apply(func, **kwargs) | |
| def apply_by_multiprocessing(df, func, **kwargs): | |
| workers = kwargs.pop('workers') |
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| /* Read this comment first: https://gist.github.com/tonious/1377667#gistcomment-2277101 | |
| * 2017-12-05 | |
| * | |
| * -- T. | |
| */ | |
| #define _XOPEN_SOURCE 500 /* Enable certain library functions (strdup) on linux. See feature_test_macros(7) */ | |
| #include <stdlib.h> | |
| #include <stdio.h> |
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| def sigmoid(X): | |
| '''Compute the sigmoid function ''' | |
| #d = zeros(shape=(X.shape)) | |
| den = 1.0 + e ** (-1.0 * X) | |
| d = 1.0 / den | |
| return d |
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