Financev5
Sports Betting ML Framework
by Otter Ops Max
Description
The Playbook for Building Your Own Gambling Algorithm. Three full seasons backtested. That's what the model we built using this framework produced - with tiered confidence sizing at $100 units.
- Complete ML pipeline: data ingestion
- Cleaning
- Feature engineering
- Training
- And automated prediction
- Multi bet type edge detection across spreads
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Version History
v5
Feb 15, 2026
v4
Feb 15, 2026
- v4: MAJOR rewrite — framework now covers ALL bet types (spreads, totals, moneylines, parlays, teasers, props). Teasers are one example, not the focus. New Bet Type Strategy section with edge calculation for each type. Monte Carlo section shows worked examples for spreads, moneylines, teasers, and totals. Updated quickstart, pipeline pseudocode, and evaluation framework to be bet-type-agnostic.
v3
Feb 15, 2026
- v3: Added 48-hour quickstart guide, pseudocode snippets, worked Monte Carlo example, bankroll management section, model evaluation framework
v2
Feb 15, 2026
- v2: Added Master's degree credibility, cross-sells to other ClawMart skills, polished intro
v1
Feb 15, 2026
- Initial release
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