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--- kb:ai [2019/02/13 09:53] – yehuda
+++ kb:ai [2023/04/03 07:01] (current) – [NLP] yehuda
@@ Line 1: / Line 1: @@
 ====== AI / ML - Machine learning ======
 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 =====
+  * [[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

kb/ai.1550051582.txt.gz · Last modified: 2022/01/03 16:03 (external edit)

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