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From Frank McQuillan <fmcquil...@pivotal.io>
Subject New 1.12 Jupiter notebooks available
Date Wed, 30 Aug 2017 18:39:32 GMT
Hello,

Now that 1.12 has shipped, I want to remind you of Jupiter notebooks with
the new 1.12 features posted to:
https://github.com/apache/madlib-site/tree/asf-site/community-artifacts

The goal of these data science notebooks is to help you get started on the
new features by showing examples of usage that you can copy.  Many of them
reflect the examples in the user docs at:
http://madlib.apache.org/docs/latest/index.html

The new 1.12 notebooks that have been added are:

neural nets (general MLP usage)
https://github.com/apache/madlib-site/blob/asf-site/community-artifacts/mlp-v1.ipynb

neural nets (demo uses the popular MNIST dataset, which consists of 70,000
hand written digits and is used for classification)
https://github.com/apache/madlib-site/blob/asf-site/community-artifacts/MLP.ipynb

graph/all pairs shortest path
https://github.com/apache/madlib-site/blob/asf-site/community-artifacts/APSP-v1.ipynb

graph measures (closeness, diameter, average path length, in-out degree)
https://github.com/apache/madlib-site/blob/asf-site/community-artifacts/Graph-measures-v1.ipynb

graph/breadth-first search
https://github.com/apache/madlib-site/blob/asf-site/community-artifacts/Breadth-first-search-v1.ipynb

graph/weakly connected components
https://github.com/apache/madlib-site/blob/asf-site/community-artifacts/Weakly-connected-cpts-v2.ipynb

stratified sampling
https://github.com/apache/madlib-site/blob/asf-site/community-artifacts/stratified-sampling-v1.ipynb

train-test split
https://github.com/apache/madlib-site/blob/asf-site/community-artifacts/Train-test-split-v1.ipynb

If you have your own examples that you would like to add the repo, you are
most welcome to do so.

Frank

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