chore: fix readme with files layout

README.md

@@ -1,3 +1,8 @@
+---
+gitea: none
+include_toc: true
+---
+
 # PerfSPEC Learning Phase
 
 Based in [PrefSPEC: Performance Profiling-based Proactive Security Policy Enforcement for Containers](https://ieeexplore.ieee.org/document/10577533) document presented in [1], thir repository contains source files used to generate and process data.
@@ -14,9 +19,10 @@ Main Reference: [PrefSPEC document](PerfSPEC.pdf) as [White paper](https://en.wi
 
 __PerfSPEC__ 
 
->[!NOTE]  With `PerfSPEC` [Security Policies](https://en.wikipedia.org/wiki/Security_policy) can be managed / watched in **Proactive** mode by using <u>ranking</u>, <u>learning</u> and <u>profiles</u> for safetiness and performance. 
+>[!IMPORTANT]  
+With `PerfSPEC` [Security Policies](https://en.wikipedia.org/wiki/Security_policy) can be managed / watched in **Proactive** mode by using <u>ranking</u>, <u>learning</u> and <u>profiles</u> for safetiness and performance. 
 
-has three phases:
+It has three phases:
 
 - Ranking
 - Learning
@@ -27,34 +33,80 @@ This repository is focused in __Learning__ phase with attention on:
 - Event logs info load and process
 - Predictive learning model 
 
-> Note: It is considered that __event data collection__ in `raw-audit-logs.log.xz` are realistic and representative to simulate
+> [!NOTE]
+> It is considered that __event data collection__ in `raw-audit-logs.log.xz` are realistic and representative to simulate
 administrative operations.
 
 ## Files
 
+### Data 
+
 - `raw-audit-logs.log` contains raw Kubernetes audit logs collected using the `audit-policy.yaml` audit policy.
 
+### Layout 
+
 Tools are distributed in directories:
 
 - [Collect](collect)
 - [Process](process)
 - [Learning](learning)
 
+<details open>
+  <summary>Files layout</summary>
+    <pre>
+    ├── PerfSPEC.pdf                   Reference document
+    ├── README.md
+    ├── about.md
+    ├── actions_distribution.pdf       Generated actions distribytion
+    ├── collect                        Collect logs scripts 
+    │   ├── audit-policy.yaml
+    │   ├── collect.py
+    │   └── helm-charts.json
+    ├── data                           Extracted from compress archive 
+    │   ├── actions-dataset-audit.txt
+    │   ├── actions-logs.log
+    │   ├── actions_distribution.pdf
+    │   ├── main-audit-logs.log
+    │   └── raw-audit-logs.log
+    ├── data_sample.tar.xz             Compress archive with 'data'
+    ├── imgs
+    ├── install.md                     Installation notes
+    ├── intro.md
+    ├── learning
+    │   └── python
+    │       ├── __pycache__            Ignored in git
+    │       ├── lib_perfspec.py
+    │       ├── model_perfspec.py
+    │       ├── prepare_perfspec.py
+    │       ├── run_perfspec.py
+    │       └── train_perfspec.py
+    ├── models                        Extracted from compress archive
+    │   ├── checkpoints
+    │   │   ├── model_at_epoch_175.keras
+    │   │   └── model_at_epoch_185.keras
+    │   ├── history.json
+    │   └── perfSPEC_model.keras
+    ├── models_sample.tar.xz          Comperss archive with 'models'
+    ├── presentacion.pdf              Presentation slides
+    └── raw-audit-logs.log.xz         Main Raw Logs file
+    </pre>
+</details>
+
 As some tasks can be used in [Python](https://python.org) or [Rust](https://www.rust-lang.org/) there are or will be directories for each programming languge inside directories tasks.  
 
 Each `task/programming-language` use a common __data__ directory where processing output files is generated. 
 
-### Collect data
+## Collect data
 
 If you wish to [collect](collect) your own dataset, there are several source files that might help:
 
 - `collect/collect.py` is a script to trigger the installation and uninstallation of public Helm repositories.
 - `collect/helm-charts.json` is a backup of Helm charts used at the time of the collection.
 
-### Process data 
+## Process data 
 
 
-### Learning
+## Learning