Update release documentation and advanced modules

- Updated release checklist and December 2024 release notes
- Updated student version tooling documentation
- Modified modules 15-19 (memoization, quantization, compression, benchmarking)
- Added milestone dashboard and progress tracking
- Added compliance reports and module audits
- Added checkpoint tests for modules 15-20
- Added activation script and book configuration

datasets/pytorch_validation_report.json

@@ -0,0 +1,30 @@
+{
+  "mnist": {
+    "dataset": "tinymnist",
+    "training_time": 0.5278840065002441,
+    "epochs": 20,
+    "final_accuracy": 27.0,
+    "architecture": "MLP(784\u2192128\u219210)",
+    "suitable_for_students": false
+  },
+  "vww": {
+    "dataset": "tinyvww",
+    "training_time": 8.571065664291382,
+    "epochs": 15,
+    "final_accuracy": 100.0,
+    "architecture": "CNN(Conv\u2192Pool\u2192Conv\u2192Pool\u2192FC)",
+    "precision": 1.0,
+    "recall": 1.0,
+    "f1_score": 1.0,
+    "suitable_for_students": true
+  },
+  "gpt": {
+    "dataset": "tinypy",
+    "training_time": 2.596580743789673,
+    "epochs": 10,
+    "final_loss": 1.9299052770321186,
+    "final_perplexity": 6.888857677630846,
+    "architecture": "TinyGPT(64 embed, 4 heads, 2 layers)",
+    "suitable_for_students": true
+  }
+}