Alihan UmutAlihan

Keras Models Examples

一系列常用模型的Keras实现

Multilayer Perceptron (MLP) for multi-class softmax classification

from keras.models import Sequential

Please see the most up-to-date version of this protocol on my blog at https://darencard.net/blog/.

Make sure inotify-tools is installed (https://github.com/rvoicilas/inotify-tools)
Configure git as usual
Clone the git repository of interest from github and, if necessary, add file you want to monitor
Allow username/password to be cached so you aren't asked everytime

⚠️ add a ssh empty file to the /boot partition to enable headless boot and SSH server

⚠️ add a wpa_supplicant.conf file to the /boot partition to enable WiFi

sudo nmcli dev wifi hotspot ifname wlan0 con-name "my-hotspot" ssid "my-hotspot" password "My HotsPoT Strong Password"

More info here

Once in a while, you may need to cleanup resources (containers, volumes, images, networks) ...

// see: https://github.com/chadoe/docker-cleanup-volumes

$ docker volume rm $(docker volume ls -qf dangling=true)

$ docker volume ls -qf dangling=true | xargs -r docker volume rm

	from gensim.models import KeyedVectors

	# Load gensim word2vec
	w2v_path = '<Gensim File Path>'
	w2v = KeyedVectors.load_word2vec_format(w2v_path)

	import io

	# Vector file, `\t` seperated the vectors and `\n` seperate the words
	"""

	<#
	.Synopsis
	Get a Quote for any topc
	.DESCRIPTION
	Get-Quote cmdlet data harvests a/multiple quote(s) from Web outputs into your powershell console
	.EXAMPLE
	PS > Quote -Topic "success"
	For me success was always going to be a Lamborghini. But now I've got it, it just sits on my drive.
	Curtis Jackson [50 Cent], American Rapper. From his interview with Louis Gannon for Live magazine, The Mail on Sunday (UK) newspaper, (25 October 2009).
	.EXAMPLE

	automation:
	- alias: Turn on garden lights when sun sets
	trigger:
	platform: sun
	event: sunset
	action:
	service: switch.turn_on
	entity_id: switch.garden_lights

	- alias: Turn off garden lights when sun rises

	...

	from OpenSSL import SSL

	...

	context = SSL.Context(SSL.TLSv1_2_METHOD)
	context.use_privatekey_file('/etc/letsencrypt/live/DOMAIN.COM/privkey.pem')
	context.use_certificate_chain_file('/etc/letsencrypt/live/DOMAIN.COM/fullchain.pem')
	context.use_certificate_file('/etc/letsencrypt/live/DOMAIN.COM/cert.pem')

	#!/bin/sh

	runMinecraftCommand="java -Xms256M -Xmx768M -jar minecraft_server.jar nogui"
	startScript="start.sh"

	echo "Great let's get minecraft setup!"
	# Sanity check, do we have java installed?
	if ! hash java 2>/dev/null; then
	echo "You don't have java installed. You're gonna have a tough time."
	echo "Are you sure you selected the default Amazon Linux HVM ami?"