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These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.
# Install build dependencies for 64-bit | |
sudo apt update | |
sudo apt install -y build-essential autotools-dev autoconf debhelper docbook-to-man docbook-utils docbook-xsl fontforge libacl1-dev libasound2-dev libavcodec-dev libcapi20-dev libcups2-dev libdbus-1-dev libfontconfig1-dev libfreetype6-dev libgl1-mesa-dev libglu1-mesa-dev libgnutls28-dev libgphoto2-dev gcc-8 libgsm1-dev libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev libgtk-3-dev libice-dev libkrb5-dev liblcms2-dev libldap2-dev libldap-dev libmpg123-dev libncurses5-dev libopenal-dev libosmesa6-dev libpcap-dev libpulse-dev libsane-dev libsdl2-dev libssl-dev libudev-dev libv4l-dev libva-dev libxcomposite-dev libxcursor-dev libxi-dev libxinerama-dev libxml2-dev libxrandr-dev libxrender-dev libxslt1-dev libxt-dev prelink sharutils unixodbc-dev bison flex gawk quilt rdfind symlinks gperf systemtap-sdt-dev libaudit-dev libcap-dev libselinux-dev g++-8-multilib | |
mkdir ~/build | |
# Download and build glibc | |
cd ~/build | |
wget http://archive.ubuntu.com/ubuntu/pool/ |
import torch | |
import torch.nn as nn | |
import torch.nn.init as init | |
dropout_prob = 0.5 | |
class FlatCnnLayer(nn.Module): | |
def __init__(self, embedding_size, sequence_length, filter_sizes=[3, 4, 5], out_channels=128): | |
super(FlatCnnLayer, self).__init__() |
Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Ubuntu Chromium/37.0.2062.94 Chrome/37.0.2062.94 Safari/537.36 | |
Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36 | |
Mozilla/5.0 (Windows NT 6.1; WOW64; Trident/7.0; rv:11.0) like Gecko | |
Mozilla/5.0 (Windows NT 6.1; WOW64; rv:40.0) Gecko/20100101 Firefox/40.0 | |
Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_5) AppleWebKit/600.8.9 (KHTML, like Gecko) Version/8.0.8 Safari/600.8.9 | |
Mozilla/5.0 (iPad; CPU OS 8_4_1 like Mac OS X) AppleWebKit/600.1.4 (KHTML, like Gecko) Version/8.0 Mobile/12H321 Safari/600.1.4 | |
Mozilla/5.0 (Windows NT 6.3; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36 | |
Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/45.0.2454.85 Safari/537.36 | |
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/42.0.2311.135 Safari/537.36 Edge/12.10240 | |
Mozilla/5.0 (Windows NT 6.3; WOW64; rv:40.0) |
import re | |
import math | |
from collections import Counter | |
def get_cosine(vec1, vec2): | |
intersection = set(vec1.keys()) & set(vec2.keys()) | |
numerator = sum([vec1[x] * vec2[x] for x in intersection]) | |
sum1 = sum([vec1[x]**2 for x in vec1.keys()]) |