From 0c0f92137fee4aa13e0756ccc87d7ad7d9dbbd73 Mon Sep 17 00:00:00 2001
From: Owen Lockwood <42878312+lockwo@users.noreply.github.com>
Date: Tue, 5 Mar 2024 10:00:55 -0700
Subject: [PATCH] Update README.md

---
 README.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 04c367e..4116580 100644
--- a/README.md
+++ b/README.md
@@ -27,7 +27,7 @@ For more details, please visit the getting started > installation section of our
 
 Here's an example on how to use `bosonic-jax`:
 
-```
+```python
 from bosonic_jax import BosonicRegister, GKPQubit, Qubit, BosonicCircuit, PhaseRotationGate, CDGate, execute
 import jax.numpy as jnp
 
@@ -54,7 +54,7 @@ This package was initiall developed without JAX in the fall of 2021. Then, `boso
 
 Thank you for taking the time to try our package out. If you found it useful in your research, please cite us as follows:
 
-``` 
+```bibtex
 @unpublished{jha2024jaxquantum,
   title  = {An auto differentiable and hardware accelerated software toolkit for quantum circuit design, simulation and control},
   author = {Shantanu R. Jha, Shoumik Chowdhury, Max Hays, Jeff A. Grover, William D. Oliver},
@@ -67,4 +67,4 @@ Thank you for taking the time to try our package out. If you found it useful in
 
 ## Contributions & Contact
 
-This package is open source and, as such, very open to contributions. Please don't hesitate to open an issue, report a bug, request a feature, or create a pull request. We are also open to deeper collaborations to create a tool that is more useful for everyone. If a discussion would be helpful, please email [shanjha@mit.edu](mailto:shanjha@mit.edu) to set up a meeting. 
\ No newline at end of file
+This package is open source and, as such, very open to contributions. Please don't hesitate to open an issue, report a bug, request a feature, or create a pull request. We are also open to deeper collaborations to create a tool that is more useful for everyone. If a discussion would be helpful, please email [shanjha@mit.edu](mailto:shanjha@mit.edu) to set up a meeting.