diff --git a/.gitignore b/.gitignore
index c96c7e3..bca24bc 100644
--- a/.gitignore
+++ b/.gitignore
@@ -19,3 +19,4 @@ logs/
 *.xls
 dist/
 build/
+siren_torch.egg-info/
\ No newline at end of file
diff --git a/README.md b/README.md
index c738696..a59025f 100644
--- a/README.md
+++ b/README.md
@@ -3,13 +3,9 @@
 Unofficial PyTorch implementation of Sinusodial Representation networks (SIREN) from the paper [Implicit Neural Representations with Periodic Activation Functions](https://arxiv.org/abs/2006.09661). This repository is a PyTorch port of [this](https://github.com/titu1994/tf_SIREN) excellent TF 2.0 implementation of the same.
 
 # Setup
-- Install dependencies using `requirements.txt`
+- Install using pip
 ```
-$ pip install -r requirements.txt
-```
-- Add this folder to your PYTHONPATH
-```
-$ export PYTHONPATH=/path/to/siren:$PYTHONPATH
+$ pip install siren-torch
 ```
 
 # Usage
diff --git a/setup.py b/setup.py
index 29b3a4c..c94acc6 100644
--- a/setup.py
+++ b/setup.py
@@ -4,7 +4,7 @@
     long_description = fh.read()
 
 setuptools.setup(
-    name="siren",
+    name="siren-torch",
     version="1.0",
     author="Aman Dalmia",
     author_email="amandalmia18@gmail.com",