From c22d4d807a4d4a18336be5cf1b88a00e7b7745aa Mon Sep 17 00:00:00 2001
From: tostenzel <tobias.stenzel@mailbox.org>
Date: Sat, 6 Jan 2024 19:18:11 +0100
Subject: [PATCH] Update

---
 README.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/README.md b/README.md
index 17225ab..d57a372 100644
--- a/README.md
+++ b/README.md
@@ -35,6 +35,11 @@ relatively minor. The autograd mechanism is inspired by Andrej Karpathy's
 
 ## The Code
 
+In this section we look at how the code implements i.) the tensor operations and ii.) the autograd mechanism.
+
+- [I. Low-level (`data.py`), Mid-level (`function.py`) and High-level (`tensor.py`) Operations](#i-low-level-data.py-mid-level-function.py-and-high-level-tensor.py-operations)
+- [II. Computational Graphs in edugrad: Forward and Backward Passes](#ii-computational-graphs-in-edugrad-forward-and-backward-passes)
+
 <p align="center">
 <img src="img/edugrad-code-i.png" alt="drawing" width="400"/>
 </p>