Update README.md

README.md

@@ -1,3 +1,42 @@
+---
+license: cc-by-4.0
+tags:
+- malware
+- cybersecurity
+- ATT&CK
+- MBC
+- pe-files
+- elf-files
+- binary-classification
+- tabular-data
+- threat-intelligence
+- digital-forensics
+- reverse-engineering
+- incident-response
+- security-telemetry
+- ai-security
+- security-ml
+- mitre-attack
+- mitre-mbc
+- windows
+- linux
+- executable-files
+- static-analysis
+- behavioral-analysis
+- classification
+- anomaly-detection
+- intrusion-detection
+- explainable-ai
+- model-evaluation
+- benchmarking
+- training
+- evaluation
+- research
+- education
+- teaching
+pretty_name: traceix-corpus
+---
+
 # Traceix AI Security Telemetry
 
 These files are uploaded monthly automatically by Traceix and provided as is under the CC BY 4.0 license. You can test the datasets simply by doing the following:
@@ -46,43 +85,4 @@ clf = LogisticRegression(max_iter=1000)
 clf.fit(X_train, y_train)
 
 print("Test accuracy:", clf.score(X_test, y_test))
-```
-
----
-license: cc-by-4.0
-tags:
-- malware
-- cybersecurity
-- ATT&CK
-- MBC
-- pe-files
-- elf-files
-- binary-classification
-- tabular-data
-- threat-intelligence
-- digital-forensics
-- reverse-engineering
-- incident-response
-- security-telemetry
-- ai-security
-- security-ml
-- mitre-attack
-- mitre-mbc
-- windows
-- linux
-- executable-files
-- static-analysis
-- behavioral-analysis
-- classification
-- anomaly-detection
-- intrusion-detection
-- explainable-ai
-- model-evaluation
-- benchmarking
-- training
-- evaluation
-- research
-- education
-- teaching
-pretty_name: traceix-corpus
----
+```