diff --git a/kaggle-digit-recognizer/Pipfile.lock b/kaggle-digit-recognizer/Pipfile.lock
index 28f81aa..c5ab5d3 100644
--- a/kaggle-digit-recognizer/Pipfile.lock
+++ b/kaggle-digit-recognizer/Pipfile.lock
@@ -18,100 +18,120 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:b943d1c567743ed0455878fcd60bc28ac9fae38d129d1ccfad58079da00b8951"
+                "sha256:5d15f85b8cc859c6245bc9886ba664460ed96a6fee895416caa37d669ee74a9a",
+                "sha256:f568809938c49abbda89826223c992b630afd23c638160ad7840cfe347710d97"
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-            "version": "==0.7.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.2.0"
         },
         "astor": {
             "hashes": [
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-                "sha256:37a6eed8b371f1228db08234ed7f6cfdc7817a3ed3824797e20cbb11dc2a7862"
+                "sha256:070a54e890cefb5b3739d19f30f5a5ec840ffc9c50ffa7d23cc9fc1a38ebbfc5",
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             ],
-            "version": "==0.8.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==0.8.1"
         },
         "gast": {
             "hashes": [
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             ],
-            "version": "==0.2.2"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==0.5.3"
         },
         "google-pasta": {
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-            "version": "==0.1.7"
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+            "markers": "python_version >= '3.7'",
+            "version": "==3.7.0"
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         "keras-applications": {
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@@ -122,73 +142,151 @@
         },
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+            "version": "==3.4.1"
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@@ -272,40 +455,70 @@
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@@ -322,47 +535,129 @@
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