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-rw-r--r--lib/fisher_transform.c78
1 files changed, 78 insertions, 0 deletions
diff --git a/lib/fisher_transform.c b/lib/fisher_transform.c
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+++ b/lib/fisher_transform.c
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+// Fisher Transform
+//
+// fisher_transform - FT
+//
+// 0.5 * log(price_position / (1 - price_position)), normalized to range
+//
+// Inputs: 4 (OHLC)
+// Outputs: 2 (Transform, Trigger)
+// Constants: 1 (period)
+
+#include <math.h>
+#include "ts.h"
+
+typedef struct {
+ uint_t k;
+} ts_fisher_transform_params_t;
+
+ts_parameter_t const ts_fisher_transform_p = { .n_inputs = 4, .n_outputs = 2, .n_constants = 1, .params_size = sizeof(ts_fisher_transform_params_t) };
+
+uint_t ts_fisher_transform_offset( ts_constant_t const *c )
+{
+ ( void )c;
+ return ( c ? ((ts_fisher_transform_params_t *)c)->k - 1 : 0 );
+}
+
+int ts_fisher_transform(
+ fp_t * const *y, uint_t y_n,
+ fp_t const * const *x, uint_t x_n,
+ uint_t n, ts_constant_t const *c
+)
+{
+ TS_PROLOGUE( ts_fisher_transform_p );
+ if ( !c ) return -1;
+ uint_t k = ((ts_fisher_transform_params_t *)c)->k;
+ if (k == 0 || n < k) return -1;
+
+ for (uint_t i = k - 1; i < n; ++i)
+ {
+ /* Find high and low over window */
+ fp_t hh = x[1][i - k + 1];
+ fp_t ll = x[2][i - k + 1];
+ for (uint_t j = i - k + 2; j <= i; ++j)
+ {
+ if (x[1][j] > hh) hh = x[1][j];
+ if (x[2][j] < ll) ll = x[2][j];
+ }
+
+ fp_t range = hh - ll;
+ fp_t val = range != 0 ? (x[3][i] - ll) / range : 0.5;
+
+ /* Clamp to [0.01, 0.99] to avoid log(0) */
+ if (val < 0.01) val = 0.01;
+ if (val > 0.99) val = 0.99;
+
+ fp_t fisher = 0.5 * log(val / (1.0 - val));
+
+ /* Smooth with previous value (skip first output) */
+ uint_t out_i = i;
+ if (i > k - 1)
+ {
+ fisher = fisher + 0.5 * y[0][out_i - 1];
+ }
+ y[0][out_i] = fisher;
+
+ /* Trigger line = previous fisher */
+ if (out_i > 0)
+ {
+ y[1][out_i] = y[0][out_i - 1];
+ }
+ else
+ {
+ y[1][out_i] = 0;
+ }
+ }
+ return 0;
+}
+
+