diff --git a/README.md b/README.md
new file mode 100644
index 00000000..a8a0487e
--- /dev/null
+++ b/README.md
@@ -0,0 +1,23 @@
+cd code 
+
+pyenv init
+
+COPY AND PASTE PYENV CONFIGURATION TO YOUR SHELL CONFIG
+
+source ~/.zshrc (or your shell)
+
+pyenv install 3.11
+
+pyenv global 3.11
+
+Ensure that python DID change its version
+
+python --version
+
+python -m venv ./venv 
+
+source ./venv/bin/activate
+
+pip install -r requirements.txt
+
+python main.py
diff --git a/code/requirements.txt b/code/requirements.txt
index 95d5e87f..72bf1c03 100644
--- a/code/requirements.txt
+++ b/code/requirements.txt
@@ -1,3 +1,4 @@
 scipy
 pytest
-dask 
\ No newline at end of file
+dask 
+numba
\ No newline at end of file
diff --git a/report/first_part/main.pdf b/report/first_part/main.pdf
index 2268fb0b..6f37e13e 100644
Binary files a/report/first_part/main.pdf and b/report/first_part/main.pdf differ