wip: debug risk adjustment model from @pfehlinger

README.md

@@ -1,3 +1,12 @@
+# Setting up environment
+```bash
+brew install uv
+uv pip compile requirements.in -o requirements.txt
+python3 -m venv .venv
+source .venv/bin/activate # or for fish: source .venv/bin/activate.fish
+pip install -r requirements.txt
+```
+
 # Synthetic Healthcare Data
 
 ## README from Observable Framework default documentation
@@ -61,7 +70,7 @@ A typical Framework project looks like this:
 Clone the repo, then run:
 Set up environment:
 ```bash
-python3 -m venv .venv 
+python3 -m venv .venv
 ```
 
 Activate the environment:
@@ -83,7 +92,7 @@ pip install pip-tools
 
 Compile dependencies:
 ```bash
-pip-compile 
+pip-compile
 ```
 
 Initializing a dbt project:
@@ -162,4 +171,4 @@ Check the total payment amount:
 
 # Contact
 
-File an issue here or email `[email protected]`. 
+File an issue here or email `[email protected]`.

notebooks/risk_adjustment_example.ipynb

@@ -0,0 +1,33 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1c7cdde7-1268-4e6f-a657-27ca245d9580",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}

requirements.in

@@ -1,17 +1,36 @@
+altair
+anywidget
+beartype
+boto3
 bs4
 dbt-duckdb
-pandas
-numpy
-matplotlib
-seaborn
-tqdm
-pyarrow
-sqlfluff
+duckdb-engine
+geopandas
+great_tables
 ipykernel
+ipywidgets
+jupyter
+jupyter-ai
+jupyterlab
 jupysql
-pip-tools
-duckdb-engine
-pdfplumber
+langchain-anthropic
+lightning
+matplotlib
+mosaic-widget
+numpy
 openpyxl
+pandas
+pdfplumber
 pip-tools
-boto3
+playwright
+psutil
+pyarrow
+python-dotenv
+pyzmq
+ruff
+seaborn
+seedir
+sqlfluff
+tabulate
+tqdm
+vega_datasets