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Posted to commits@predictionio.apache.org by do...@apache.org on 2016/12/16 18:03:23 UTC
[08/12] incubator-predictionio git commit: [PIO-34] Add 2 templates
by community
[PIO-34] Add 2 templates by community
* Sentiment Analysis
* Topic Labelling
Closes #292
Closes #315
Project: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/commit/03e99814
Tree: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/tree/03e99814
Diff: http://git-wip-us.apache.org/repos/asf/incubator-predictionio/diff/03e99814
Branch: refs/heads/develop
Commit: 03e99814384134331cce558c9d89d93f9a7df347
Parents: df568b6 82d3e6a
Author: Donald Szeto <do...@apache.org>
Authored: Wed Nov 2 11:01:36 2016 -0700
Committer: Donald Szeto <do...@apache.org>
Committed: Wed Nov 2 11:01:36 2016 -0700
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docs/manual/source/gallery/templates.yaml | 24 ++++++++++++++++++++++++
1 file changed, 24 insertions(+)
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http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/03e99814/docs/manual/source/gallery/templates.yaml
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diff --cc docs/manual/source/gallery/templates.yaml
index 80a69e3,19aa2aa..e411ac3
--- a/docs/manual/source/gallery/templates.yaml
+++ b/docs/manual/source/gallery/templates.yaml
@@@ -526,3 -526,123 +526,27 @@@
license: "Apache Licence 2.0"
status: beta
pio_min_version: 0.9.0
+
+ - template:
- name: "Best Time: Push Notification"
- repo: "https://github.com/PredictionIO/template-best-time-push-notification"
- description: |-
- This template predicts the best time to send push notification to a user to optimize conversion.
- tags: [other]
- type: "-"
- language: "-"
- license: "-"
- status: requested
- pio_min_version: "-"
-
-- template:
- name: "Best Time: E-mail"
- repo: "https://github.com/PredictionIO/template-best-time-email"
- description: |-
- An engine template is an almost-complete implementation of an engine. PredictionIO's Classification Engine Template has integrated Apache Spark MLlib's Naive Bayes algorithm by default.
- tags: [other]
- type: "-"
- language: "-"
- license: "-"
- status: requested
- pio_min_version: "-"
-
-- template:
- name: Search Results Ranking
- repo: "https://github.com/PredictionIO/template-search-results-ranking"
- description: |-
- This template rank the search results with a given user\u2019s behavioral history so the top results are most relevant.
- tags: [unsupervised]
- type: "-"
- language: "-"
- license: "-"
- status: requested
- pio_min_version: "-"
-
-- template:
- name: Category identification
- repo: "https://github.com/PredictionIO/template-category-identification"
- description: |-
- Given a product and its description, this template identifies the category this item belongs to.
- tags: [classification]
- type: "-"
- language: "-"
- license: "-"
- status: requested
- pio_min_version: "-"
-
-- template:
- name: Smart Categories
- repo: "https://github.com/PredictionIO/template-smart-categories"
- description: |-
- This template ranks the categories for a user.
- tags: [unsupervised]
- type: "-"
- language: "-"
- license: "-"
- status: requested
- pio_min_version: "-"
-
-- template:
- name: Fake Account Detection
- repo: "https://github.com/PredictionIO/template-fake-account-detection"
- description: |-
- This template detects accounts created with abnormal pattern.
- tags: [classification]
- type: "-"
- language: "-"
- license: "-"
- status: requested
- pio_min_version: "-"
-
-- template:
- name: Product Trend
- repo: "https://github.com/PredictionIO/template-product-trend"
- description: |-
- This template analyze the user behavior on site to predict the best selling products and trends.
- tags: [classification]
- type: "-"
- language: "-"
- license: "-"
- status: requested
- pio_min_version: "-"
-
-- template:
- name: User Similarity
- repo: "https://github.com/PredictionIO/template-user-similarity"
- description: |-
- This template make recommendation on similar users based on attributes and behavior.
- tags: [unsupervised]
- type: "-"
- language: "-"
- license: "-"
- status: requested
- pio_min_version: "-"
-
-- template:
- name: Sentiment Analysis - Bag of words model
++ name: Sentiment Analysis - Bag of Words Model
+ repo: "https://github.com/peoplehum/BagOfWords_SentimentAnalysis_Template"
+ description: |-
- This Sentiment analysis template follows Bag of words model. Given text, engine will return sentiment as 1.0(positive) or 0.0(negative) along with it's score referring how much it is +ve or -ve.
++ This sentiment analysis template uses a bag of words model. Given text, the engine will return sentiment as 1.0 (positive) or 0.0 (negative) along with scores indicating how +ve or -ve it is.
+ tags: [nlp]
+ type: Parallel
+ language: Scala
+ license: "Apache Licence 2.0"
+ status: stable
+ pio_min_version: 0.10.0-incubating
-
++
+ - template:
- name: Topic labelling with Wikipedia
++ name: Topic Labelling with Wikipedia
+ repo: "https://github.com/peoplehum/template-Labelling-LDA-Topics-with-wikipedia"
+ description: |-
- This template will label topics(eg. topic generated through LDA topic modeling) with relevant category by referring wikipedia as knowledge base.
++ This template will label topics (e.g. topic generated through LDA topic modeling) with relevant category by referring to Wikipedia as a knowledge base.
+ tags: [nlp]
+ type: Parallel
+ language: Scala
+ license: "Apache Licence 2.0"
+ status: stable
+ pio_min_version: 0.10.0-incubating