Update README.md

README.md

@@ -1,18 +1,32 @@
-# UFC Scraper
+# UFC Scraper & ML
 
 Scrape ALL fight and fighter data from [ufcstats.com](http://ufcstats.com) up to the latest event and save them in `.csv` format
 
 How? Clone the repo, then open a terminal in the root folder and run the following commands:
 
-1. install the required Python packages using pip:
+1. Install the required Python packages using pip:
 
 ```bash
 pip install -r requirements.txt
 ```
 
-2. Then run the main script:
+2. Then run the main script to scrape all data:
 
 ```bash
-python src/scrape/main.py
+python -m src.scrape.main
 ```
-This command will execute the entire scraping process and save the final CSV files in the `output/` directory.
+This command will execute the entire scraping and processing pipeline, saving the final CSV files in the `output/` directory.
+
+3. (Optional) Calculate fighter ELO ratings:
+
+```bash
+python -m src.analysis.elo
+```
+This updates `ufc_fighters.csv` with ELO scores and prints the top 10 fighters.
+
+4. (Optional) Run the prediction pipeline:
+
+```bash
+python -m src.predict.main
+```
+This runs a baseline model to predict outcomes for the most recent fights and saves a detailed report in the `output/` directory.