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@debasishg
debasishg / gist:8172796
Last active July 5, 2024 11:53
A collection of links for streaming algorithms and data structures

General Background and Overview

  1. 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.
  2. Models and Issues in Data Stream Systems
  3. 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
  4. Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
  5. [Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep=rep1&t
@danielsz
danielsz / pushState.cljs
Last active July 15, 2016 15:13
PushState (via Html5History from google closure) with secretary, a client-side routing library for clojurescript. Allows to map absolute urls with routes without the hash-bang hackery.
(def history (Html5History.))
(.setUseFragment history false)
(.setPathPrefix history "")
(.setEnabled history true)
(let [navigation (listen history EventType/NAVIGATE)]
(go
(while true
(let [token (.-token (<! navigation))]
(secretary/dispatch! token)))))
@owainlewis
owainlewis / hipchat.el
Created May 8, 2013 10:58
HipChat Jabber Emacs
;; HipChat
(setq ssl-program-name "gnutls-cli"
ssl-program-arguments '("--insecure" "-p" service host)
ssl-certificate-verification-policy 1)
;; Connect using jabber.el
;; M-x jabber-connect <RET>
;; Config
@Engelberg
Engelberg / SantaClaus.clj
Created February 19, 2013 18:47
Santa Claus problem in Clojure
;; Ref-based Santa Claus solution, Written by Mark Engelberg
;; (start-simulation) to run
(def *num-elves* 10)
(def *num-reindeer* 9)
;; Santa is a ref containing either {:state :asleep} or {:state :busy, :busy-with <sequence-of-workers>}
(def santa (ref {:state :asleep}))
(defn waiting-room [capacity]
@rduplain
rduplain / app.py
Created January 19, 2012 17:28
Plot a PNG using matplotlib in a web request, using Flask.
"Plot a PNG using matplotlib in a web request, using Flask."
# Install dependencies, preferably in a virtualenv:
#
# pip install flask matplotlib
#
# Run the development server:
#
# python app.py
#
@gwik
gwik / geventmongo.py
Created August 31, 2011 18:17
PyMongo >=2.0 pool for gevent
# Copyright 2011 10gen
#
# Modified by Antonin Amand <antonin.amand@gmail.com> to work with gevent.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
@mattdeboard
mattdeboard / spotify.el
Created August 6, 2011 23:05
Small minor mode to control spotify from emacs
;;Small minor mode to control spotify from emacs
(defun spotify-play () "Play Spotify" (interactive)
(shell-command "dbus-send --print-reply --dest=org.mpris.MediaPlayer2.spotify /org/mpris/MediaPlayer2 org.mpris.MediaPlayer2.Player.Play"))
(defun spotify-pause () "Pause Spotify" (interactive)
(shell-command "dbus-send --print-reply --dest=org.mpris.MediaPlayer2.spotify /org/mpris/MediaPlayer2 org.mpris.MediaPlayer2.Player.Pause"))
(defun spotify-playpause () "Play/Pause Spotify" (interactive)
(shell-command "dbus-send --print-reply --dest=org.mpris.MediaPlayer2.spotify /org/mpris/MediaPlayer2 org.mpris.MediaPlayer2.Player.PlayPause"))
@ericmoritz
ericmoritz / counter.py
Created March 22, 2011 21:04
A counter stored in Riak that handles conflict resolutions on read
import logging
import riak
log = logging.getLogger(__name__)
class RiakCounter(object):
def __init__(self, bucket, key):
self.bucket = bucket
self.bucket.set_allow_multiples(True)
self.key = key
@alexbowe
alexbowe / nltk-intro.py
Created March 21, 2011 12:59
Demonstration of extracting key phrases with NLTK in Python
import nltk
text = """The Buddha, the Godhead, resides quite as comfortably in the circuits of a digital
computer or the gears of a cycle transmission as he does at the top of a mountain
or in the petals of a flower. To think otherwise is to demean the Buddha...which is
to demean oneself."""
# Used when tokenizing words
sentence_re = r'''(?x) # set flag to allow verbose regexps
([A-Z])(\.[A-Z])+\.? # abbreviations, e.g. U.S.A.