Add B9 Price Statistics deepening (5 indicators) (#197)
Deepens the **Price Statistics** family (B9) with five rolling-statistics indicators (447 -> 452): - **ShannonEntropy** — Shannon entropy of a binned rolling value distribution. - **SampleEntropy** — Richman-Moorman sample entropy (regularity/complexity of a window). - **KendallTau** — Kendall rank correlation (tau-b) over paired observations (pairwise; distinct from Pearson/Spearman). - **JarqueBera** — Jarque-Bera normality test statistic over a rolling window. - **RollingMinMaxScaler** — maps the latest value to 0..1 over a rolling window. All scalar f64 input except KendallTau (pairwise). Multi-arg scalars (Shannon/Sample entropy) use hand-written Python/Node bindings + the variadic wasm macro; KendallTau uses the pair macros. Verified locally: 3668 core lib + 410 doc tests, clippy clean, 527 node tests, 871 pytest, counter 452.
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@@ -45,6 +45,10 @@ def ohlcv() -> tuple[np.ndarray, np.ndarray, np.ndarray, np.ndarray]:
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# --- Scalar (f64 -> f64) indicators ---------------------------------------
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SCALAR = [
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(ta.SAMPLEENT, (20, 2, 0.2)),
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(ta.SHANNONENT, (20, 8)),
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(ta.ROLLINGMINMAX, (20,)),
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(ta.JARQUEBERA, (20,)),
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(ta.BipowerVariation, (20,)),
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(ta.VolatilityOfVolatility, (20, 20)),
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(ta.Garch11, (0.000002, 0.1, 0.88)),
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@@ -204,6 +208,7 @@ def test_scalar_streaming_matches_batch(cls, args, sine_prices):
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# --- Two-series (asset, benchmark) indicators -----------------------------
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PAIR = [
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(ta.KendallTau, (20,)),
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(ta.SpreadAr1Coefficient, (40,)),
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(ta.GrangerCausality, (60, 1)),
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(ta.VarianceRatio, (60, 2)),
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@@ -3093,6 +3098,10 @@ def test_better_volume_reference():
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def test_volume_weighted_macd_reference():
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t = ta.VolumeWeightedMacd(12, 26, 9)
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def test_kendall_tau_reference():
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t = ta.KendallTau(20)
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# --- Lifecycle ------------------------------------------------------------
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