- 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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#I @"C:\Program Files (x86)\Reference Assemblies\Microsoft\Framework\.NETFramework\v4.5.1\" | |
#r "System.Messaging.dll" | |
open System | |
open System.Messaging | |
open System.Diagnostics | |
// create message queue | |
MessageQueue.Create(@".\private$\r_default-queue") |
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namespace WebApi.AzureWorker | |
open Owin | |
open System | |
open System.Diagnostics | |
open System.Net | |
open System.Threading | |
open System.Net.Http | |
open System.Web.Http | |
open Microsoft.Owin.Hosting |
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GetItemsFromCalendarAsmx = function (webUrl, calendarGuid) { | |
wsURL = webUrl + "_vti_bin/Lists.asmx"; | |
var xmlCall = | |
"<soap:Envelope xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xsd='http://www.w3.org/2001/XMLSchema' xmlns:soap='http://schemas.xmlsoap.org/soap/envelope/'> <soap:Body>" + | |
"<GetListItems xmlns='http://schemas.microsoft.com/sharepoint/soap/'>" + | |
"<listName>" + calendarGuid + "</listName>" + | |
"<query>" + | |
"<Query>" + |
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/* | |
* This script will download a package (and all of its dependencies) from the | |
* online NPM registry, then create a gzip'd tarball containing that package | |
* and all of its dependencies. This archive can then be copied to a machine | |
* without internet access and installed using npm. | |
* | |
* The idea is pretty simple: | |
* - npm install [package] | |
* - rewrite [package]/package.json to copy dependencies to bundleDependencies | |
* - npm pack [package] |
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#r "System.Xml.dll" | |
#r "System.Runtime.Serialization.dll" | |
open Microsoft.FSharp.Reflection | |
open System.IO | |
open System.Reflection | |
open System.Runtime.Serialization | |
open System.Runtime.Serialization.Formatters.Binary | |
open System.Runtime.Serialization.Json | |
open System.Text |
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