shallow or deep

Author: aiMojica10

.DS_Store

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+
+# Created by https://www.toptal.com/developers/gitignore/api/macos
+# Edit at https://www.toptal.com/developers/gitignore?templates=macos
+
+### macOS ###
+# General
+.DS_Store
+.AppleDouble
+.LSOverride
+
+# Icon must end with two \r
+Icon
+
+
+# Thumbnails
+._*
+
+# Files that might appear in the root of a volume
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+
+# Directories potentially created on remote AFP share
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk

README.md

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+# shallow or deep scripts
+
+In this folder you can find the scripts used for training and tuning RNN, CNN and Random Forest models, and also scripts for data cleaning/wrangling. In each folder you can find a readme with more information about the scripts.

shallow_or_deep-master/.gitignore

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+Here you can find the following folders:
+* **Traing_tuning**: in this folder you can find the files used to train and tune models (RNN, CNN, RF)
+* **retrieving**: in this folder you can find the files used to retrieve the best models from the optimization hyper-parameters tuning.
+* **data_wrangling:** in this folder you can find the files used to filter quartiles, top 5 categories, also the scripts regarding how to split train, validation and test sets and how to generate tdidf BOW.
+
+**In each folder you can find more detailed information about the scripts**