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Title: Pull request for recommender system framework over GraphChi for review by MohtaMayank · Pull Request #2 · GraphChi/graphchi-java · GitHub

Open Graph Title: Pull request for recommender system framework over GraphChi for review by MohtaMayank · Pull Request #2 · GraphChi/graphchi-java

X Title: Pull request for recommender system framework over GraphChi for review by MohtaMayank · Pull Request #2 · GraphChi/graphchi-java

Description: Almost all the files in "toolkits/collaborative_filtering" package are new files added by me. In the existing code, I have made some changes to FastSharder.java (some of the changes about metadata ...

Open Graph Description: Almost all the files in "toolkits/collaborative_filtering" package are new files added by me. In the existing code, I have made some changes to FastSharder.java (some of the changes about...

X Description: Almost all the files in "toolkits/collaborative_filtering" package are new files added by me. In the existing code, I have made some changes to FastSharder.java (some of the chang...

Opengraph URL: https://github.com/GraphChi/graphchi-java/pull/2

X: @github

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Oct 30, 2013https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2#issue-21845699
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September 19, 2013 21:10https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2#commits-pushed-75726ce
First Commit - Some refactoring of setup code and SVDPP implementatio…https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/75726ce555bf4c90f96b41e8118ab43bd4995132
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First Commit - Some refactoring of setup code and SVDPP implementatio…https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/f33479c7e7a2f214eed7920f22cc928dc76bae8d
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Wrong PMF - Need to implement dynamic edge values?https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/bbaad363a2a7cdb162a7586ecffe6634f1d92516
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Working PMF and SVDPP - RMSE not as low as CPP versionhttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/e71eeee54f4c94b8250110df5959c70114fec0a2
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akyrolahttps://patch-diff.githubusercontent.com/akyrola
Nov 19, 2013 https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2#discussion-diff-7773145
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src/main/java/edu/cmu/graphchi/toolkits/collaborative_filtering/utils/RecommenderPool.javahttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/files#diff-5914045adc3e629d64f71db4c139a65674dc43e87b39d0f3db1d9e0fe5bded84
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Nov 19, 2013https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2#discussion_r7773145
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Automatic deployment and running of YARN on AWShttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/0278e5b06d0602d3afd2419161b08eb93dc4c94d
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Adding finishComputation to GraphChiContext. Other improvements in pe…https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/df28228ed14f769e4f74fa72ec77e154128c2036
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serialization predictTesthttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/5834f696c1927e34de854bd6ba052356262c124d
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delete unnecessary commentshttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/6fa3d140aa8a1084c351ba6862239a50d22a9e6f
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Merging the changes related to serialization of model and predictionhttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/27a8fd31bd55fdf90af3b6e9845b5065e8beef4b
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Ported PMF to new model as well as some changes in RecommenderPool / …https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/f00f26f8cfa023bba83ae0de97af0fcc9bb38559
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Adding code for estimating memory usage by graphchi enginehttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/4fb10706b3f94ee253e99e141504c394e05aa915
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Fixed parsing parameters, serializtion for all the 5 recommenders.https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/71deb4d040cd48350aa249ca763b8dea3d67fad6
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Adding code to serialize model into HDFS and Code to read raw data fr…https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/2f74ea35c2c2314fd46ae3092c414be06df5ba12
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Adding missed file to read data from URL / S3https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/b49343a6eee3e0a726a668136b13c9ead00d574a
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merge rec-yarn and rec-yarn-serializehttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/c3a0fde442a0b96ff045bb38c9479a5b8ae7fbb5
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Automatic setup of YARN cluster on AWShttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/adafd278508045aebfb469c3c07f31a2a9dfef83
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Merge branch 'rec-yarn' into rec-yarn-serializehttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/3a245c7846c97448dff94e4c8c8f901a4ed5348e
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Using custom method for building paths instead of Java.nio.Pathshttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/b43d968b09bd821d268401809b329761465c4291
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Add Error Measurement Interfacehttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/4128c65c275046503a14e40232edf4178f212493
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Better scheduling logic for YARNhttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/c57605ac82f1ffdd089a28dffd7c25b14385f8d5
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Add yahoo data description and demo model json fileshttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/10ae99918c509a866c26727615c5a98915b3c74f
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Merge branch 'rec-yarn' into rec-yarn-serializehttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/d1116855711c02d5a09ce4b067f41afc36160eb2
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Add functionality to serialize in the middlehttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/0fb5016e6be74d4d0bf8c6a99c44bcb636ac0013
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Adding bias and factor reg for bias sgd, max iterations for all recom…https://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/687aa07a65bd9991e6329bd668cb747c1a7323d9
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New Testing class which uses data reader APIhttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/e24f6821ce96560e31511cd204741fff503147c2
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Predicting PMF output with all the sampleshttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/2c781ddb59d67236069956a6b2255dc509b5cfcb
2c781ddhttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/2c781ddb59d67236069956a6b2255dc509b5cfcb
README, sample data and some minur improvementshttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/1fcf2bba60023cca0c668c39be8b17284855f9b1
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YARN READMEhttps://patch-diff.githubusercontent.com/GraphChi/graphchi-java/pull/2/commits/102b41bead8f6a877cc644737acb6ef1f3b070f3
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