@@ -128,20 +128,16 @@ as well as previously trained models for you to test out
128128The repository is located [ here] ( https://github.com/DefinetlyNotAI/VulnScan_Data ) .
129129
130130The repository contains the following directories:
131- - ` Archived Models ` : Contains the previously trained models. Is organized by the model type then version .
131+ - ` cache ` : Contains all training data generated by [ ` Generator.py ` ] ( Generator.py ) .
132132- ` NN features ` : Contains information about the model ` .3n3 ` and the vectorizer used. Information include:
133133 - ` Documentation_Study_Network.md ` : A markdown file that contains more info.
134- - ` Neural Network Nodes Graph.gexf ` : A Gephi file that contains the model nodes and edges.
135- - ` Nodes and edges (GEPHI).csv ` : A CSV file that contains the model nodes and edges.
136- - ` Statistics ` : Directories made by Gephi, containing the statistics of the model nodes and edges.
134+ - ` Neural_Network_Nodes_Graph.gexf ` : A Gephi file that contains the model nodes and edges.
137135 - ` Feature_Importance.svg ` : A SVG file that contains the feature importance of the model.
138136 - ` Loss_Landscape_3D.html ` : A HTML file that contains the 3D loss landscape of the model.
139- - ` Model Accuracy Over Epochs.png ` and ` Model Loss Over Epochs.png ` : PNG files that contain the model accuracy and loss over epochs.
140- - ` Model state dictionary.txt ` : A text file that contains the model state dictionary.
141- - ` Model Summary.txt ` : A text file that contains the model summary.
142- - ` Model Visualization.png ` : A PNG file that contains the model visualization.
143- - ` Top_90_Features.svg ` : A SVG file that contains the top 90 features of the model.
144- - ` Vectorizer features.txt ` : A text file that contains the vectorizer features.
145- - ` Visualize Activation.png ` : A PNG file that contains the visualization of the model activation.
146- - ` Visualize t-SNE.png ` : A PNG file that contains the visualization of the model t-SNE.
147- - ` Weight Distribution.png ` : A PNG file that contains the weight distribution of the model.
137+ - ` Model_State_Dict.txt ` : A text file that contains the model state dictionary.
138+ - ` Model_Summary.txt ` : A text file that contains the model summary.
139+ - ` Model_Visualization.png ` : A PNG file that contains the model visualization.
140+ - ` Visualize_Activation.png ` : A PNG file that contains the visualization of the model activation.
141+ - ` Visualize_tSNE.png ` : A PNG file that contains the visualization of the model t-SNE with the default training test embeds.
142+ - ` Visualize_tSNE_custom.png ` : A PNG file that contains the visualization of the model t-SNE with real world training examples (only 100).
143+ - ` Weight_Distribution.png ` : A PNG file that contains the weight distribution of the model.
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