[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 <don...@apache.org> Authored: Wed Nov 2 11:01:36 2016 -0700 Committer: Donald Szeto <don...@apache.org> Committed: Wed Nov 2 11:01:36 2016 -0700 ---------------------------------------------------------------------- docs/manual/source/gallery/templates.yaml | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/incubator-predictionio/blob/03e99814/docs/manual/source/gallery/templates.yaml ---------------------------------------------------------------------- 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 userâs 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