From 5de8b995198be56cbeb68aa02449e8a2ee18ae8b Mon Sep 17 00:00:00 2001
From: Tizian Wenzel <tizian.wenzel@uni-hamburg.de>
Date: Tue, 30 Apr 2024 13:42:23 +0200
Subject: [PATCH] Update on README.md

---
 README.md | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/README.md b/README.md
index 8a86165..38f4cb8 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,5 @@
-FINETUNING GREEDY KERNEL MODELS BY EXCHANGE ALGORITHMS
+## FINETUNING GREEDY KERNEL MODELS BY EXCHANGE ALGORITHMS
 
-=========================================================================================
 
 This repository contains the supplementary material for the preprint
 ```
@@ -24,8 +23,8 @@ To activate the virtual environment, use `source venv/bin/activate`
 
 To rerun the numerical experiments of Section 4 and reproduce its plots, execute:
 
-- [`main_01_insertion_vs_removal.py`](`main_01_insertion_vs_removal.py`)
-- [`main_02a_func_approx_low_compute.py`](main_02a_func_approx_low_compute.py)
-- [`main_03a_func_approx_high.py`](main_03a_func_approx_high.py)
+- `main_01_insertion_vs_removal.py`
+- `main_02a_func_approx_low_compute.py`
+- `main_03a_func_approx_high.py`
 
 
-- 
GitLab