Fixed README

README.md

@@ -1,36 +1,27 @@
-# Safe Choices Simulation - Docker Application
+---
+title: SafeChoicesSimulation
+emoji: 📊
+colorFrom: blue
+colorTo: indigo
+sdk: docker
+sdk_version: "4.0.0"
+app_file: app.py
+pinned: false
+---
 
-A complete Docker-based application for running prediction market simulations using real Polymarket data.
+# Safe Choices Simulation
 
-## Structure
+A Docker-based application for running prediction market simulations using real Polymarket data.
 
-- **Backend**: FastAPI server (`app.py`) that runs real simulations using `simulation_utils.py`
-- **Frontend**: Static web interface served by FastAPI
-- **Data**: Market data CSV loaded on startup
-- **Docker**: Containerized application ready for deployment
-
-## Files
-
-- `Dockerfile` - Docker container definition
-- `app.py` - FastAPI backend server
-- `simulation_utils.py` - Core simulation logic
-- `requirements.txt` - Python dependencies
-- `data/` - Market data CSV file
-- `static/` - Frontend HTML, CSS, JavaScript files
-
-## Building and Running
-
-### Build the Docker image:
-```bash
-docker build -t safe-choices-simulation .
-```
-
-### Run the container:
-```bash
-docker run -p 7860:7860 safe-choices-simulation
-```
+## Features
 
-The application will be available at `http://localhost:7860`
+- **Real Data**: Uses actual Polymarket market data from CSV
+- **Three Simulation Types**:
+  - Single Fund: All capital in one fund
+  - Single Fund Threshold: Stop at target return
+  - Multi Fund: Diversified portfolio
+- **Real-time Progress**: Frontend shows simulation progress
+- **Comprehensive Results**: Statistics, charts, and export capabilities
 
 ## API Endpoints
 
@@ -50,30 +41,11 @@ The application will be available at `http://localhost:7860`
   "minProbCurrent": 0.90,
   "daysBefore": 1,
   "skewFactor": 0.1,
-  "targetReturn": 0.0414,  // Optional, for threshold type
-  "numFunds": 5  // Required for multi type
+  "targetReturn": 0.0414,
+  "numFunds": 5
 }
 ```
 
-## Features
-
-- **Real Data**: Uses actual Polymarket market data from CSV
-- **Three Simulation Types**:
-  - Single Fund: All capital in one fund
-  - Single Fund Threshold: Stop at target return
-  - Multi Fund: Diversified portfolio
-- **Real-time Progress**: Frontend shows simulation progress
-- **Comprehensive Results**: Statistics, charts, and export capabilities
-
-## Development
-
-To run locally without Docker:
-
-```bash
-pip install -r requirements.txt
-python app.py
-```
-
 ## Notes
 
 - Maximum 100 simulations per request (for performance)