Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
kb:ai [2018/12/03 07:05]
yehuda
kb:ai [2019/06/19 13:58] (current)
yehuda [NLP]
Line 1: Line 1:
 ====== AI / ML - Machine learning ====== ====== AI / ML - Machine learning ======
 +https://jalammar.github.io/visualizing-pandas-pivoting-and-reshaping/
 +
 +===== NLP =====
 +  * https://allennlp.org/
 +  * https://github.com/facebookresearch/PyText
 +
 +===== 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 =====
 +  * [[https://predictionio.apache.org/community/projects/#demos|predictionio]]
 +  * [[https://github.com/combust/mleap/|MLeap]]
 +  * [[https://www.h2o.ai/products/h2o-sparkling-water/|h2o-sparkling-water]]
 +
 +
 +==== ML Serving engines / ML Scoring engine description ====
 +=== MLeap ===
 +ככל הנראה שהעיקר מוטיבציה זה ליצור BUNDEL אחיד בנושא
 +
 +נתונים:
 +
 +    ישנה סיריאליזציה של נתונים של ML PIPELINE
 +    יש DOCKER ל SERVING
 +
 +חסורון :
 +
 +    תחזוקתי שלא עושה WARM UP למודול (יתכן שישפיע על הביצועים)
 +
 +יתרון:
 +
 +    התנהלות REST
 +
 +===== formats =====
 +
 +  * [[http://dmg.org/pfa/docs/exoplanets/|pfa]]
 +  * [[https://openscoring.io/|PMML]]
 +  * MLeap
 +  * Spark 
 +
 +
  
 ===== speech recognition ===== ===== speech recognition =====
kb/ai.1543820758.txt.gz · Last modified: 2018/12/03 07:05 by yehuda
Back to top
Driven by DokuWiki Recent changes RSS feed Valid CSS Valid XHTML 1.0