Added a tool to predict morpho each feat at a time

UD_any/data/getActionSets.py

@@ -46,13 +46,26 @@ if __name__ == "__main__" :
       output.close()
 
     elif nameCol == "MORPHO" :
-      output = open("morpho.as", 'w', encoding='utf-8')
+      output = open("morpho_whole.as", 'w', encoding='utf-8')
       for line in open(colFile, "r", encoding='utf-8') :
         striped = line.strip()
         if len(striped) == 0 :
           continue
         print("WRITE b.0 MORPHO " + striped, file=output)
       output.close()
+      output = open("morpho_parts.as", 'w', encoding='utf-8')
+      allParts = set()
+      for line in open(colFile, "r", encoding='utf-8') :
+        striped = line.strip()
+        if len(striped) == 0 :
+          continue
+        parts = striped.split('|')
+        for part in parts :
+          allParts.add(part)
+      for part in allParts :
+        print("ADD b.0 MORPHO " + part, file=output)
+      print("Default : NOTHING", file=output)
+      output.close()
 
     elif nameCol == "LABEL" :
       output = open("parser.as", 'w', encoding='utf-8')

UD_any/morpho_parts/morpho.cla

+Name : Morpho
+Type : Prediction
+Oracle : morpho
+Feature Model : morpho.fm
+Action Set : ../../data/morpho_parts.as
+Topology : (500,RELU,0.3)

UD_any/morpho_parts/morpho.fm

+# Features classiques
+# FORM
+b.0#FORM.fasttext
+b.1#FORM.fasttext
+b.2#FORM.fasttext
+b.-1#FORM.fasttext
+b.-2#FORM.fasttext
+# POS
+b.1#POS
+b.2#POS
+b.0#POS
+b.-1#POS
+b.-2#POS
+b.-3#POS
+# MORPHO
+b.0#MORPHO
+b.-1#MORPHO
+b.-2#MORPHO
+# UPPERCASE
+b.0#FORM.U
+b.1#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# ERROR CORRECTION
+#b.1#POS
+#b.1#MORPHO
+#b.2#POS
+#b.2#MORPHO
+#b.3#POS
+#b.3#MORPHO
+#b.4#POS
+#b.4#MORPHO

UD_any/morpho/strategy.cla → UD_any/morpho_parts/strategy.cla

 Name : Strategy
 Type : Information
-Oracle : strategy_morpho
+Oracle : strategy_morpho_parts
 Oracle Filename : none

UD_any/morpho_whole/errorCorrection.tm

+Name : Morpho with error correction
+Dicts : morpho.dicts
+%CLASSIFIERS
+strategy strategy.cla
+morpho morpho.cla
+error_morpho error_morpho.cla
+%STATES
+morpho morpho
+strategy strategy
+error_morpho error_morpho
+%TRANSITIONS
+morpho error_morpho *
+error_morpho morpho BACK
+error_morpho strategy *
+strategy morpho *

UD_any/morpho_whole/error_morpho.as

+EPSILON
+BACK 1
+BACK 2
+BACK 3
+BACK 4

UD_any/morpho_whole/error_morpho.cla

+Name : Error_Morpho
+Type : Prediction
+Oracle : none
+Feature Model : error_morpho.fm
+Action Set : error_morpho.as
+Topology : M(500,RELU,0.3)
+Batchsize : 10

UD_any/morpho_whole/error_morpho.fm

+# Features classiques
+# FORM
+#b.0#FORM.fasttext
+#b.1#FORM.fasttext
+#b.2#FORM.fasttext
+#b.-1#FORM.fasttext
+#b.-2#FORM.fasttext
+# POS
+b.0#POS
+b.-1#POS
+b.-2#POS
+b.-3#POS
+b.-4#POS
+# MORPHO
+b.0#MORPHO
+b.-1#MORPHO
+b.-2#MORPHO
+b.-3#MORPHO
+b.-4#MORPHO
+# UPPERCASE
+b.0#FORM.U
+b.-1#FORM.U
+b.-2#FORM.U
+b.-3#FORM.U
+b.-4#FORM.U
+# LENGTH
+b.0#FORM.LEN
+b.-1#FORM.LEN
+b.-2#FORM.LEN
+b.-3#FORM.LEN
+b.-4#FORM.LEN

UD_any/morpho_whole/machine.tm

+Name : Morpho Machine
+Dicts : morpho.dicts
+%CLASSIFIERS
+strategy strategy.cla
+morpho morpho.cla
+%STATES
+morpho morpho
+strategy strategy
+%TRANSITIONS
+morpho strategy *
+strategy morpho *

UD_any/morpho/morpho.cla → UD_any/morpho_whole/morpho.cla

@@ -2,5 +2,5 @@ Name : Morpho
 Type : Prediction
 Oracle : morpho
 Feature Model : morpho.fm
-Action Set : ../../data/morpho.as
+Action Set : ../../data/morpho_whole.as
 Topology : (500,RELU,0.3)(100,RELU,0.0)

UD_any/morpho_whole/morpho.dicts

+#Name          Dimension Mode     #
+###################################
+Morpho_bool    10        Embeddings
+Morpho_int     10        Embeddings
+Morpho_letters 30        Embeddings
+Morpho_pos     30        Embeddings
+Morpho_form    100       Embeddings
+Morpho_morpho  30        Embeddings
+Morpho_actions 30        Embeddings
+# ERROR_MORPHO
+Error_Morpho_actions 18        Embeddings _
+Error_Morpho_bool    16        Embeddings _
+Error_Morpho_int     16        Embeddings _
+Error_Morpho_pos     18        Embeddings _
+Error_Morpho_form    30        Embeddings _
+Error_Morpho_letters 30        Embeddings _
+Error_Morpho_morpho  22        Embeddings _