import numpy as np
from sklearn.metrics import average_precision_score
def chance_level_ap(n_all, n_positive, trials=1000):
return np.mean([
average_precision_score([1] * n_positive + [0] * (n_all - n_positive), np.random.permutation(n_all))
for _ in range(trials)])
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#!/usr/bin/env ruby | |
# | |
# crawler.rb --- Lightweight parallel web graph crawler | |
# | |
# Usage: | |
# ./crawler.rb START_URL TARGET_REGEXP | |
# | |
# Output: | |
# stdout --- edge list (tab separated URLs) |
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import it.unimi.dsi.fastutil.ints.IntArrayFIFOQueue; | |
import it.unimi.dsi.fastutil.ints.IntArrays; | |
import it.unimi.dsi.logging.ProgressLogger; | |
import it.unimi.dsi.webgraph.GraphClassParser; | |
import it.unimi.dsi.webgraph.ImmutableGraph; | |
import it.unimi.dsi.webgraph.LazyIntIterator; | |
import java.io.*; | |
import java.util.*; |
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use crate::*; | |
mod normal_distribution { | |
const S2PI: f64 = 2.50662827463100050242E0; | |
// https://github.com/scipy/scipy/blob/v1.5.4/scipy/special/cephes/ndtri.c | |
const P0: [f64; 5] = [ | |
-5.99633501014107895267E1, | |
9.80010754185999661536E1, | |
-5.66762857469070293439E1, |
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#!/bin/bash | |
set -e | |
TARGET_DIR="$(dirname $(readlink -m $0))/.local" | |
WORKING_DIR="/tmp/" | |
LIBJPEG_VERSION="1.5.3" | |
OPENCV_VERSION="3.4.1" | |
eval "$(pyenv init -)" | |
PYENV_VERSION=$(pyenv version | cut -f 1 -d ' ') |
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