Commit to move project to PC

code_regression.py

@@ -36,17 +36,32 @@ def define_vocabulary(file_to_learn_new_words):
                 word_counts['count'][token]+=1
     return word_counts
 
+def read_input(file_path):
+    word_counts={'count': defaultdict(int)}
+    with open(file_path, encoding='utf-8') as in_file:
+        for line in in_file:
+            text, timestamp = line.rstrip('\n').split('\t')
+            tokens = text.lower().split(' ')
+            for token in tokens:
+                word_counts['count'][token]+=1
+    return word_counts
+
 def main():
     # --------------- initialization ---------------------------------
     vocabulary = define_vocabulary('train/in.tsv')
     i=1;
     weights=[]
     testFuckingPython=len(vocabulary['count'])+1
-    print(testFuckingPython)
     for i in range(testFuckingPython):
         weights.append(random.randrange(0,len(vocabulary['count'])+1))
-
+    precision=0.00001
+    learning_rate=0.001
+    prev_step_size=1
+    max_iterations=len(vocabulary['count'])
+    current_iteration=0
+    readed_words=read_input("train/in.tsv")
     # --------------- prediction -------------------------------------
+    #while (prev_step_size>precision and current_iteration<max_iterations):
 
 
 main()