diff --git a/kaggle-digit-recognizer/Pipfile.lock b/kaggle-digit-recognizer/Pipfile.lock
index 28f81aa..109a9a9 100644
--- a/kaggle-digit-recognizer/Pipfile.lock
+++ b/kaggle-digit-recognizer/Pipfile.lock
@@ -18,199 +18,402 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:b943d1c567743ed0455878fcd60bc28ac9fae38d129d1ccfad58079da00b8951"
+                "sha256:72d782fbeafba66ba3e525d46bccac949b9a174dbf66233e50ece09ee688dc81",
+                "sha256:ea907384af023a7e681368bedb896159ab100c7db593efbbd5cde22af11270cd"
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-            "version": "==0.7.1"
+            "version": "==0.15.0"
         },
-        "astor": {
+        "astunparse": {
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-                "sha256:37a6eed8b371f1228db08234ed7f6cfdc7817a3ed3824797e20cbb11dc2a7862"
+                "sha256:5ad93a8456f0d084c3456d059fd9a92cce667963232cbf763eac3bc5b7940872",
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             ],
-            "version": "==0.8.0"
+            "version": "==1.6.3"
+        },
+        "cached-property": {
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+            "markers": "python_version < '3.8'",
+            "version": "==1.5.2"
+        },
+        "cachetools": {
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+            "markers": "python_version ~= '3.5'",
+            "version": "==4.2.4"
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+        "certifi": {
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-            "version": "==1.14.0"
+            "version": "==2.6.4"
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         "termcolor": {
             "hashes": [
@@ -218,49 +421,76 @@
             ],
             "version": "==1.1.0"
         },
+        "typing-extensions": {
+            "hashes": [
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+            "version": "==1.26.9"
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+            "version": "==3.8.0"
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     "develop": {
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@@ -272,40 +502,70 @@
         },
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@@ -322,47 +582,73 @@
             "index": "pypi",
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     }
 }