Ming Wen bitmingw

Watchdogged

Place the service file (or a link to it) in /etc/systemd/system/ Place the watchdogged.py file somewhere ( and change the ExecStart portion in the .service to point at the file )

then do systemctl daemon-reload followed by systemctl start watchdogged.service

After this you can watch the progress using journalctl --follow -u watchdogged.service change the PROBABILITY variable to something else to watch it faster/later or succeed.

Commit Message Conventions

These rules are adopted from the AngularJS commit conventions.

Goals
Generating CHANGELOG.md
- Recognizing unimportant commits
- Provide more information when browsing the history
Format of the commit message
Subject line

PSQL

Magic words:

psql -U postgres

Some interesting flags (to see all, use -h or --help depending on your psql version):

-E: will describe the underlaying queries of the \ commands (cool for learning!)
-l: psql will list all databases and then exit (useful if the user you connect with doesn't has a default database, like at AWS RDS)

#The Great Firewall (GFW) Contributors List

注：数据来源为 dblp 和 cndblp, 下面括号中的数字表示 dblp 中显示的跟方滨兴合作论文的数量

###Binxing Fang (方滨兴)

中国工程院院士,北京邮电大学教授,中国科学院计算技术研究所网络方向首席科学家
http://en.wikipedia.org/wiki/Fang_Binxing

Movies Recommendation:

MovieLens - Movie Recommendation Data Sets http://www.grouplens.org/node/73
Yahoo! - Movie, Music, and Images Ratings Data Sets http://webscope.sandbox.yahoo.com/catalog.php?datatype=r
Jester - Movie Ratings Data Sets (Collaborative Filtering Dataset) http://www.ieor.berkeley.edu/~goldberg/jester-data/
Cornell University - Movie-review data for use in sentiment-analysis experiments http://www.cs.cornell.edu/people/pabo/movie-review-data/

Music Recommendation:

Last.fm - Music Recommendation Data Sets http://www.dtic.upf.edu/~ocelma/MusicRecommendationDataset/index.html

	# To regenerate the test key and certificates

	# Generate an RSA private key and convert it to PKCS8 wraped in PEM
	openssl genrsa 2048 \| openssl pkcs8 -topk8 -inform pem -outform pem -nocrypt -out rsa.key
	# Generate a certificate signing request with the private key
	openssl req -new -key rsa.key -out rsa.csr
	# Sign request with private key
	openssl x509 -req -days 10000 -in rsa.csr -signkey rsa.key -out rsa.crt

	""" Deep Auto-Encoder implementation

	An auto-encoder works as follows:

	Data of dimension k is reduced to a lower dimension j using a matrix multiplication:
	softmax(W*x + b) = x'

	where W is matrix from R^k --> R^j

	A reconstruction matrix W' maps back from R^j --> R^k

	#! /bin/bash
	set -e
	trap 'previous_command=$this_command; this_command=$BASH_COMMAND' DEBUG
	trap 'echo FAILED COMMAND: $previous_command' EXIT

	#-------------------------------------------------------------------------------------------
	# This script will download packages for, configure, build and install a GCC cross-compiler.
	# Customize the variables (INSTALL_PATH, TARGET, etc.) to your liking before running.
	# If you get an error and need to resume the script from some point in the middle,
	# just delete/comment the preceding lines before running it again.

	import org.junit.Before;
	import org.junit.Test;
	import sun.misc.Unsafe;
	import sun.reflect.ReflectionFactory;

	import java.lang.reflect.Constructor;
	import java.lang.reflect.Field;
	import java.lang.reflect.Modifier;

	import static org.junit.Assert.assertEquals;

	#include <string.h>
	#include <stdio.h>
	#include <unistd.h>
	#include <ifaddrs.h>
	#include <sys/types.h>
	#include <sys/ioctl.h>
	#include <sys/socket.h>
	#include <linux/wireless.h>