diff --git a/.gitignore b/.gitignore
index ea7b0f9..a6f6dce 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,5 @@
 _build
+/src
 /logs
 /data
 /runs
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 0000000..a8eedeb
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,11 @@
+version: 2
+
+build:
+  os: ubuntu-20.04
+  tools:
+    python: "3.8"
+sphinx:
+   configuration: docs/source/conf.py
+python:
+   install:
+   - requirements: docs/requirements.txt
diff --git a/README.md b/README.md
index a8c5f7c..8dfbe11 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 <p><p align="center"><img height="350px" src="https://github.com/FlyreelAI/sesemi/raw/master/assets/sesemi-banner.png" /></p></p>
 
 # Image Classification with Self-Supervised Regularization
-<span><img src="https://img.shields.io/badge/license-Apache-blue" /> <img src="https://img.shields.io/badge/python->=3.7-green" /> <img src="https://img.shields.io/badge/pytorch->=1.11.0-light" /> <img src="https://img.shields.io/badge/coverage-79%25-green" /> <img src="https://img.shields.io/badge/%20-contributions%20welcome-5429E6" /></span>
+<span><img src="https://img.shields.io/badge/license-Apache-blue" /> <img src="https://img.shields.io/badge/python->=3.8-green" /> <img src="https://img.shields.io/badge/pytorch->=1.11.0-light" /> <img src="https://img.shields.io/badge/coverage-79%25-green" /> <img src="https://img.shields.io/badge/%20-contributions%20welcome-5429E6" /></span>
 
 ## Why SESEMI?
 
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 9a0d67e..2ff866c 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -2,5 +2,5 @@ Sphinx==4.2.0
 sphinxcontrib-programoutput
 m2r2==0.3.1
 mistune==0.8.4
--r ../requirements.txt
+-e .
 -e git+https://github.com/open-mmlab/pytorch_sphinx_theme.git#egg=pytorch_sphinx_theme