From ce4e49f25c93ae28eec53634803d39841c5ebb79 Mon Sep 17 00:00:00 2001
From: Martin Durant <martin.durant@alumni.utoronto.ca>
Date: Thu, 8 Aug 2024 16:23:22 -0400
Subject: [PATCH] readme format

---
 README.md | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/README.md b/README.md
index 5528547..0cce2cf 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 Akimbo-ip
----------
+=========
 
 Extension enabling fast vector processing of IPv4 and IPv6 values
 within nested/ragged columns of dataframes.
@@ -7,14 +7,17 @@ within nested/ragged columns of dataframes.
 (experimental)
 
 Installation
-~~~~~~~~~~~~
+------------
+
+Run one of the following
 
 ```bash
-> pip install git+https://github.com/intake/akimbo-ip
+> pip install git+https://github.com/intake/akimbo-ip  # dev version
+> pip install akimbo-ip  # released version
 ```
 
 Model
-~~~~~
+-----
 
 - IPv4 addresses are (fixed) length 4 bytestrings, but can be represented
   by any 4-bye value, e.g., uint32
@@ -27,7 +30,7 @@ We can convert between hostmasks, netmasks and prefix lengths.
 Some methods 
 
 Usage
-~~~~~
+-----
 
 ```python
 >>> import akimbo.pandas