DOJO — Indicator Parameter Sweep Engine
Test every indicator combination. Detect overfitting. Free quantitative research sandbox by Student One.
Why DOJO Exists
Traditional platforms optimize — they search for the single best indicator configuration. The problem: that "best" result is almost always overfitted. It looks great in a backtest and falls apart in live trading. DOJO takes a fundamentally different approach: exhaustive enumeration. Instead of finding the best answer, it tests every answer and returns the complete solution set.
What DOJO Does
- 1,960,000 parameter pairs per sweep — every (period_A, period_B) combination from 1 to 1,400
- Native 1-minute resolution — no resampling into 5m/15m/1h bars, zero interpolation artifacts
- Multiple comparison corrections — White's Reality Check, Hansen's SPA, Romano-Wolf to detect data snooping
- 30+ indicator families — RSI, MACD, EMA, CCI, Ehlers Super Smoother, FRAMA, MAMA, Fisher Transform, Hilbert Transform, and more
- Filterable output — CSV, JSON, Parquet. Your thresholds, your interpretation
Two Engines
Gemina™ — Cross-asset pair convergence analysis. When Asset A and Asset B diverge by x%, on how many days do they reconverge within y minutes? Exhaustive anchor-by-anchor enumeration across every trading day.
PermuCheck™ — Single-asset indicator sweep. Two indicators, every lookback period from 1 to 1,400, one-minute resolution. Returns the complete solution set under your statistical thresholds.
The Problem with Indicator Optimization
Standard backtesting platforms resample your 1-minute data into 5m, 15m, or 1h bars before applying indicators. Every resampling step introduces interpolation artifacts, phase errors, and information loss. When you then optimize across only the standard timeframes (5m, 15m, 30m, 1h, 4h), you're searching a tiny fraction of the parameter space and calling it "the best." DOJO tests every integer period from 1 to 1,400 on the canonical 1-minute axis using DSP-based windowing — no data loss, no resampling errors, no optimization bias.
Who Uses DOJO
- Quantitative researchers and systematic traders
- Hedge funds and proprietary trading firms
- Registered Investment Advisors (SEC, FCA, SEBI)
- Family offices and endowments
- Academic researchers studying market microstructure
Free to Start
3 free credits per month. No commitment required. DOJO is a sandbox for evaluating Student One's statistical enumeration engines before committing to an enterprise engagement.
Statistical exploration tools — not backtesting, not investment advice. © 2026 Student One Causal Networks Private Limited (U62013PN2025PTC244699)
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