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kb:ai [2019/02/13 10:10] – [AI / ML - Machine learning] yehudakb:ai [2023/04/03 07:01] (current) – [NLP] yehuda
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 ====== AI / ML - Machine learning ====== ====== AI / ML - Machine learning ======
 https://jalammar.github.io/visualizing-pandas-pivoting-and-reshaping/ https://jalammar.github.io/visualizing-pandas-pivoting-and-reshaping/
 +https://stanford-cs329s.github.io/syllabus.html
 +===== NLP =====
 +  * https://allennlp.org/
 +  * https://github.com/facebookresearch/PyText
 +  * https://github.com/NNLP-IL/Resources#named-entity-recognition-ner
 +
 +===== AutoML =====
 +
 +  * [[https://github.com/AxeldeRomblay/MLBox|MLBox]]
 +  * [[https://github.com/salesforce/TransmogrifAI|TransmogrifAI]]
 +  * [[http://docs.h2o.ai/h2o/latest-stable/h2o-docs/automl.html|h2o automl]]
 +  * [[https://github.com/jhfjhfj1/autokeras|autokeras]]
 +  * [[http://epistasislab.github.io/tpot/|tpot]]
 +  * https://www.automl.org/automl/
  
 ===== Serving Engines ===== ===== Serving Engines =====
   * [[https://predictionio.apache.org/community/projects/#demos|predictionio]]   * [[https://predictionio.apache.org/community/projects/#demos|predictionio]]
-  * [[|MLeap]]+  * [[https://github.com/combust/mleap/|MLeap]] 
 +  * [[https://www.h2o.ai/products/h2o-sparkling-water/|h2o-sparkling-water]] 
  
 ==== ML Serving engines / ML Scoring engine description ==== ==== ML Serving engines / ML Scoring engine description ====
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   * [[http://dmg.org/pfa/docs/exoplanets/|pfa]]   * [[http://dmg.org/pfa/docs/exoplanets/|pfa]]
-  * PMML+  * [[https://openscoring.io/|PMML]]
   * MLeap   * MLeap
   * Spark    * Spark 
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