PredictionIO is an open-source machine learning server project based on
Spark - http://predictionio.incubator.apache.org/
Simon
On Fri, Sep 23, 2016 at 12:46 PM, manasdebashiskar
wrote:
> check out spark packages https://spark-packages.org/ and you will find few
> awesome and a lot of super aw
You may also take a look at PredictionIO, which can persist and then deploy
MLlib models as web services.
Simon
On Sunday, March 8, 2015, Sean Owen wrote:
> You dont need SparkContext to simply serialize and deserialize objects. It
> is Java mechanism.
> On Mar 8, 2015 10:29 AM, "Xi Shen" > wr
The latest version of PredictionIO, which is now under Apache 2 license,
supports the deployment of MLlib models on production.
The "engine" you build will including a few components, such as:
- Data - includes Data Source and Data Preparator
- Algorithm(s)
- Serving
I believe that you can do the
Hey guys,
I have written a tutorial on deploying MLlib's models on production with
open source PredictionIO: http://docs.prediction.io/0.8.1/templates/
The goal is to add the following features to MLlib, with production
application in mind:
- JSON query to retrieve prediction online
- Separation-
Just want to elaborate more on Duy's suggestion on using PredictionIO.
PredictionIO will store the model automatically if you return it in the
training function.
An example using CF:
def train(data: PreparedData): PersistentMatrixFactorizationModel = {
val m = ALS.train(data.ratings, ap.rank
Hi Klaus,
PredictionIO is an open source product based on Spark MLlib for exactly
this purpose.
This is the tutorial for classification in particular:
http://docs.prediction.io/classification/quickstart/
You can add custom serving logics and retrieve prediction result through
REST API/SDKs at oth
Boromir,
You may like to take a look at how we make Spray and Spark working together
at the PredictionIO project: https://github.com/PredictionIO/PredictionIO
Simon
On Sun, Jan 4, 2015 at 8:31 PM, Chester At Work
wrote:
> Just a guess here, may not be correct.
>
> Spray needs to start akka
Alec,
If you are looking for a Machine Learning stack that supports
business-logics, you may take a look at PredictionIO:
http://prediction.io/
It's based on Spark and HBase.
Simon
On Mon, Jan 5, 2015 at 6:14 PM, Alec Taylor wrote:
> Thanks all. To answer your clarification questions:
>
> -
ult computations).
>
> However, does it handle the actual data storage? - E.g.: CRUD documents
>
> On Tue, Jan 6, 2015 at 1:18 PM, Simon Chan wrote:
> > Alec,
> >
> > If you are looking for a Machine Learning stack that supports
> > business-logics, you may t
Also a ready-to-use server with Spark MLlib:
http://docs.prediction.io/recommendation/quickstart/
The source code is here:
https://github.com/PredictionIO/PredictionIO/tree/develop/templates/scala-parallel-recommendation
Simon
On Sun, Nov 30, 2014 at 12:17 PM, Pat Ferrel wrote:
> Actually the
10 matches
Mail list logo