🎾 TennisPredictorX — Demo (FOR + UTFP)

Quick Start

python -m venv .venv
.\.venv\Scripts\activate
pip install -r requirements.txt
streamlit run app\streamlit_app.py

Minimum Schema (Min-5)

Column	Description
match_date	Date of match (YYYY-MM-DD)
tour	e.g., ATP1000 / WTA500
surface	Hard / Clay / Grass
player1 / player2	Player names
elo_p1 / elo_p2	Elo ratings
rank_p1 / rank_p2	Rankings
h2h_p1 / h2h_p2	Head-to-Head counts
form14_p1 / form14_p2	Recent form ratio
odds_p1 / odds_p2	Decimal odds

Tests

• Tour = ATP1000 → 2 matches
• Surface = Clay → 1 match
• CSV Download works

Output Columns

p1_prob, p2_prob, pred_winner, confidence_band

Screenshots

Home screen

Hybrid scoring results