LSTM simple solution

.gitignore

@@ -6,5 +6,3 @@
 *.o
 .DS_Store
 .token
-.gin
-geval

gonito.yaml

@@ -0,0 +1,15 @@
+description: LSTM Solution
+tags:
+  - LSTM
+params:
+  max_steps = -1
+  vocab_size = 20000
+  embed_size = 150
+  batch_size = 1024*16
+  hidden_size = 512
+  learning_rate = 0.0003
+unwanted-params:
+  - model-file
+  - vocab-file
+param-files:
+  - "*.yaml"

lm0.py

@@ -0,0 +1,13 @@
+#!/usr/bin/python3
+import sys
+for i, line in enumerate(sys.stdin):    
+    if(line.split('\t')[6].endswith('\n')):
+        print('hence:0.95 :0.05')
+    elif(line.split('\t')[6].endswith('ot')):
+        print('be:0.6 a:0.35 :0.05')
+    elif(line.split('\t')[6].endswith('.')):
+        print('but:0.85 :0.15')
+    elif([l.split(' ') for l in line.split('\t')][5][0].endswith('ing')):
+        print('this:0.88 :0.12')
+    else:
+        print('the:0.5 a:0.3 :0.2')