tpt_math_statistics.h File Reference

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Data Structures
struct	tpt_gaussian_naivebayes_f32_s
	instance structure of the floating-point Gaussian naïve bayes estimator More...
struct	tpt_gaussian_naivebayes_f64_s
	instance structure of the floating-point Gaussian naïve bayes estimator More...

Typedefs
typedef struct tpt_gaussian_naivebayes_f32_s	tpt_gaussian_naivebayes_f32_t
	instance structure of the floating-point Gaussian naïve bayes estimator More...
typedef struct tpt_gaussian_naivebayes_f64_s	tpt_gaussian_naivebayes_f64_t
	instance structure of the floating-point Gaussian naïve bayes estimator More...

Functions
f32_t	tpt_absmax_val_f32 (const f32_t *aInData, uint32_t aCount)
	Maximum absolute value of the double-precision floating-point vector. More...
f64_t	tpt_absmax_val_f64 (const f64_t *aInData, uint32_t aCount)
	Maximum absolute value of the double-precision floating-point vector. More...
q7_t	tpt_absmax_val_q7 (const q7_t *aInData, uint32_t aCount)
	Maximum absolute value of the q7 vector. More...
q15_t	tpt_absmax_val_q15 (const q15_t *aInData, uint32_t aCount)
	Maximum absolute value of the q15 vector. More...
q31_t	tpt_absmax_val_q31 (const q31_t *aInData, uint32_t aCount)
	Maximum absolute value of the q31 vector. More...
f32_t	tpt_absmin_val_f32 (const f32_t *aInData, uint32_t aCount)
	Minimum absolute value of the single-precision floating-point vector. More...
f64_t	tpt_absmin_val_f64 (const f64_t *aInData, uint32_t aCount)
	Minimum absolute value of the single-precision floating-point vector. More...
q7_t	tpt_absmin_val_q7 (const q7_t *aInData, uint32_t aCount)
	Minimum absolute value of the q7 vector. More...
q15_t	tpt_absmin_val_q15 (const q15_t *aInData, uint32_t aCount)
	Minimum absolute value of the q15 vector. More...
q31_t	tpt_absmin_val_q31 (const q31_t *aInData, uint32_t aCount)
	Minimum absolute value of the q31 vector. More...
void	tpt_mse_f32 (f32_t *aOutData, const f32_t *aInDataA, const f32_t *aInDataB, uint32_t aCount)
	Mean square error value of f32 vector. More...
void	tpt_mse_f64 (f64_t *aOutData, const f64_t *aInDataA, const f64_t *aInDataB, uint32_t aCount)
	Mean square error value of f32 vector. More...
void	tpt_mse_q7 (q7_t *aOutData, const q7_t *aInDataA, const q7_t *aInDataB, uint32_t aCount)
	Mean square error value of q7 vector. More...
void	tpt_mse_q15 (q15_t *aOutData, const q15_t *aInDataA, const q15_t *aInDataB, uint32_t aCount)
	Mean square error value of q15 vector. More...
void	tpt_mse_q31 (q31_t *aOutData, const q31_t *aInDataA, const q31_t *aInDataB, uint32_t aCount)
	Mean square error value of q31 vector. More...
f32_t	tpt_entropy_f32 (const f32_t *aIndata, uint32_t aCount)
	Entropy of the floating-potint vector. More...
f64_t	tpt_entropy_f64 (const f64_t *aIndata, uint32_t aCount)
	Entropy of the floating-potint vector. More...
f32_t	tpt_relative_entropy_f32 (const f32_t *aInDataA, const f32_t *aInDataB, uint32_t aCount)
	Relative Entropy of the floating-potint vector. More...
f64_t	tpt_relative_entropy_f64 (const f64_t *aInDataA, const f64_t *aInDataB, uint32_t aCount)
	Relative Entropy of the floating-potint vector. More...
f32_t	tpt_lse_f32 (const f32_t *aInData, uint32_t aCount)
	Log-Sum-Exp of the floating-point vector. More...
f64_t	tpt_lse_f64 (const f64_t *aInData, uint32_t aCount)
	Log-Sum-Exp of the floating-point vector. More...
f32_t	tpt_lse_dprod_f32 (const f32_t *aInDataA, const f32_t *aInDataB, uint32_t aCount, f32_t *aBuffer)
	Dot product with Log-Sum-Exp of the floating-point vector. More...
f64_t	tpt_lse_dprod_f64 (const f64_t *aInDataA, const f64_t *aInDataB, uint32_t aCount, f64_t *aBuffer)
	Dot product with Log-Sum-Exp of the floating-point vector. More...
uint32_t	tpt_gaussian_naive_bayes_est_f32 (const tpt_gaussian_naivebayes_f32_t *aInstance, const f32_t *aInData, f32_t *aBuf)
	Naive Gaussian Bayesian Estimator. More...
uint32_t	tpt_gaussian_naive_bayes_est_f64 (const tpt_gaussian_naivebayes_f64_t *aInstance, const f64_t *aInData, f64_t *aBuf)
	Naive Gaussian Bayesian Estimator. More...
void	tpt_max_f32 (f32_t *aResult, uint32_t *aIndex, const f32_t *aInData, uint32_t aCount)
	Maximum value of a floating-point vector. More...
void	tpt_max_f64 (f64_t *aResult, uint32_t *aIndex, const f64_t *aInData, uint32_t aCount)
	Maximum value of a floating-point vector. More...
void	tpt_max_q15 (q15_t *aResult, uint32_t *aIndex, const q15_t *aInData, uint32_t aCount)
	Maximum value of a Q15 vector. More...
void	tpt_max_q31 (q31_t *aResult, uint32_t *aIndex, const q31_t *aInData, uint32_t aCount)
	Maximum value of a Q31 vector. More...
void	tpt_max_q7 (q7_t *aResult, uint32_t *aIndex, const q7_t *aInData, uint32_t aCount)
	Maximum value of a Q7 vector. More...
void	tpt_mean_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Mean value of a floating-point vector. More...
void	tpt_mean_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Mean value of a floating-point vector. More...
void	tpt_mean_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Mean value of a Q15 vector. More...
void	tpt_mean_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Mean value of a Q31 vector. More...
void	tpt_mean_q7 (q7_t *aResult, const q7_t *aInData, uint32_t aCount)
	Mean value of a Q7 vector. More...
void	tpt_min_f32 (f32_t *aResult, uint32_t *aIndex, const f32_t *aInData, uint32_t aCount)
	Minimum value of a floating-point vector. More...
void	tpt_min_f64 (f64_t *aResult, uint32_t *aIndex, const f64_t *aInData, uint32_t aCount)
	Minimum value of a floating-point vector. More...
void	tpt_min_q15 (q15_t *aResult, uint32_t *aIndex, const q15_t *aInData, uint32_t aCount)
	Minimum value of a Q15 vector. More...
void	tpt_min_q31 (q31_t *aResult, uint32_t *aIndex, const q31_t *aInData, uint32_t aCount)
	Minimum value of a Q31 vector. More...
void	tpt_min_q7 (q7_t *aResult, uint32_t *aIndex, const q7_t *aInData, uint32_t aCount)
	Minimum value of a Q7 vector. More...
void	tpt_power_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a floating-point vector. More...
void	tpt_power_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a floating-point vector. More...
void	tpt_power_q15 (q33_30_t *aResult, const q15_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a Q15 vector. More...
void	tpt_power_q31 (q15_48_t *aResult, const q31_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a Q31 vector. More...
void	tpt_power_q7 (q17_14_t *aResult, const q7_t *aInData, uint32_t aCount)
	Sum of the squares of the elements of a Q7 vector. More...
void	tpt_rms_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Root Mean Square of the elements of a floating-point vector. More...
void	tpt_rms_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Root Mean Square of the elements of a floating-point vector. More...
void	tpt_rms_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Root Mean Square of the elements of a Q15 vector. More...
void	tpt_rms_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Root Mean Square of the elements of a Q31 vector. More...
void	tpt_std_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Standard deviation of the elements of a floating-point vector. More...
void	tpt_std_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Standard deviation of the elements of a floating-point vector. More...
void	tpt_std_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Standard deviation of the elements of a Q15 vector. More...
void	tpt_std_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Standard deviation of the elements of a Q31 vector. More...
void	tpt_var_f32 (f32_t *aResult, const f32_t *aInData, uint32_t aCount)
	Variance of the elements of a floating-point vector. More...
void	tpt_var_f64 (f64_t *aResult, const f64_t *aInData, uint32_t aCount)
	Variance of the elements of a floating-point vector. More...
void	tpt_var_q15 (q15_t *aResult, const q15_t *aInData, uint32_t aCount)
	Variance of the elements of a Q15 vector. More...
void	tpt_var_q31 (q31_t *aResult, const q31_t *aInData, uint32_t aCount)
	Variance of the elements of a Q31 vector. More...

Typedef Documentation

tpt_gaussian_naivebayes_f32_t

typedef struct tpt_gaussian_naivebayes_f32_s tpt_gaussian_naivebayes_f32_t

instance structure of the floating-point Gaussian naïve bayes estimator

tpt_gaussian_naivebayes_f64_t

typedef struct tpt_gaussian_naivebayes_f64_s tpt_gaussian_naivebayes_f64_t

instance structure of the floating-point Gaussian naïve bayes estimator

Function Documentation

tpt_max_f64()

void tpt_max_f64	(	f64_t *	aResult,
		uint32_t *	aIndex,
		const f64_t *	aInData,
		uint32_t	aCount
	)

Maximum value of a floating-point vector.

Parameters

[out]	aResult	maximum value returned here
[out]	aIndex	index of maximum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_min_f64()

void tpt_min_f64	(	f64_t *	aResult,
		uint32_t *	aIndex,
		const f64_t *	aInData,
		uint32_t	aCount
	)

Minimum value of a floating-point vector.

Parameters

[out]	aResult	minimum value returned here
[out]	aIndex	index of minimum value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_rms_f64()

void tpt_rms_f64	(	f64_t *	aResult,
		const f64_t *	aInData,
		uint32_t	aCount
	)

Root Mean Square of the elements of a floating-point vector.

Parameters

[out]	aResult	root mean square value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_std_f64()

void tpt_std_f64	(	f64_t *	aResult,
		const f64_t *	aInData,
		uint32_t	aCount
	)

Standard deviation of the elements of a floating-point vector.

Parameters

[out]	aResult	standard deviation value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none

tpt_var_f64()

void tpt_var_f64	(	f64_t *	aResult,
		const f64_t *	aInData,
		uint32_t	aCount
	)

Variance of the elements of a floating-point vector.

Parameters

[out]	aResult	variance value returned here
[in]	aInData	points to the input vector
[in]	aCount	number of samples in input vector

Returns

none