Direction
The primary signal states the long/short hypothesis and remains readable after optimization.
kquant separates inputs by purpose: what defines direction, confirms the regime, times the action and constrains risk.
Search, rank and freeze a candidate
The primary signal states the long/short hypothesis and remains readable after optimization.
Volatility, trend, funding and other contexts determine when the hypothesis is allowed to operate.
A lower timeframe refines timing without replacing higher-timeframe context or introducing leakage.
Stop, take, maximum hold and Chandelier behaviour belong to the strategy version before testing.
Read the candidate against its anchor, neighbouring parameters, sample size, costs and complete trial history.
Bound the search space
Compare several objectives
Freeze before opening holdout
Candidate record
Historical, statistical and model results do not promise future returns. kquant provides computational tools and technical execution, but does not assess whether a specific trade is suitable for a user.