- Probabilistic Data Structures for Web Analytics and Data Mining : A great overview of the space of probabilistic data structures and how they are used in approximation algorithm implementation.
- Models and Issues in Data Stream Systems
- Philippe Flajolet’s contribution to streaming algorithms : A presentation by Jérémie Lumbroso that visits some of the hostorical perspectives and how it all began with Flajolet
- Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
- [Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep=rep1&t
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#!/usr/bin/env python | |
# -*- coding:UTF-8 -*- | |
import torch | |
import torch.nn as nn | |
import torch.nn.init as init | |
def weight_init(m): | |
''' |
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sudo tzconfig,如果命令不存在请使用 dpkg-reconfigure tzdata | |
然后按照提示选择 Asia对应的序号,选完后会显示一堆新的提示—输入城市名,如Shanghai或Chongqing,最后再用 sudo date -s “” 来修改本地时间 | |
sudo cp /usr/share/zoneinfo/Asia/ShangHai /etc/localtime 防止系统重启后时区改变 | |
sudo apt-get install ntpdate | |
设置系统时间与网络时间同步 ntpdate cn.pool.ntp.org | |
将系统时间写入硬件时间 hwclock -w :systohc |
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from time import sleep | |
from tornado.httpserver import HTTPServer | |
from tornado.ioloop import IOLoop | |
from tornado.web import Application, asynchronous, RequestHandler | |
from multiprocessing.pool import ThreadPool | |
_workers = ThreadPool(10) | |
def run_background(func, callback, args=(), kwds={}): | |
def _callback(result): |
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import urllib2 | |
def file_exists(location): | |
request = urllib2.Request(location) | |
request.get_method = lambda : 'HEAD' | |
try: | |
response = urllib2.urlopen(request) | |
return True | |
except urllib2.HTTPError: | |
return False |