Powerball number predictor using quantum-inspired algorithm with momentum, mean reversion, and statistical filters
Project description
Powerball Quantum Ultra Predictor
A Python-based Powerball number prediction system using quantitative analysis techniques inspired by Wall Street trading strategies.
Algorithm Overview
QUANTUM ULTRA combines multiple signals:
Score[n] = Momentum + Z-Score×5 + RecentTrend×1.5 + PairSynergy×0.5
Signal Components
| Signal | Description |
|---|---|
| Momentum | Exponential decay weighting (e^(-0.03×t)) - recent numbers score higher |
| Z-Score | Mean reversion analysis - overdue numbers get boosted |
| Recent Trend | Last 15 draws with stronger decay (0.15) |
| Pair Synergy | Numbers that frequently appear together |
7-Stage Filter
All generated picks must pass:
- No duplicate with historical winning combinations
- Sum range: 130-220 (covers ~70% of winners)
- Odd/Even ratio: 2:3 or 3:2
- High/Low balance: 2:3 or 3:2
- Decade balance: At least 3 different decades (1-9, 10-19, etc.)
- Ending digit diversity: At least 4 different last digits
- No triple consecutive numbers
Files
| File | Description |
|---|---|
powerball_app.py |
Main application with all algorithms |
generate_csv.py |
Batch generator for millions of picks |
generate_tomorrow_picks.py |
Quick generator for next draw |
powerball_data.csv |
Historical Powerball data (NY Lottery API) |
Installation
# Clone the repository
git clone https://github.com/yourusername/powerball-quantum-ultra.git
cd powerball-quantum-ultra
# Create virtual environment
python3 -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install dependencies
pip install -r requirements.txt
Usage
Interactive Mode
python powerball_app.py
Generate All Strategy Recommendations
python powerball_app.py --all
Generate 1 Million Picks (QUANTUM ULTRA)
python generate_csv.py
Quick 100 Picks for Tomorrow
python generate_tomorrow_picks.py
Data Source
Historical data is sourced from the NY Open Data Powerball API.
Data is automatically downloaded and filtered for current rules (post October 7, 2015: 5/69 + 1/26).
Disclaimer
This software is for educational and entertainment purposes only.
Lottery numbers are randomly drawn, and no algorithm can predict or guarantee winning numbers. Past performance does not indicate future results. Please gamble responsibly.
License
MIT License - See LICENSE for details.
Good luck! May the quantum be with you.
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