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npmjs.org "strided array" keyword

@stdlib/stats-base-svariancetk 0.2.2 πŸ’°
Calculate the variance of a single-precision floating-point strided array using a one-pass textbo...
12 versions - Latest release: over 1 year ago - 4 dependent packages - 2 dependent repositories - 27 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-strided-sstdevtk 0.1.1 πŸ’°
Calculate the standard deviation of a single-precision floating-point strided array using a one-p...
2 versions - Latest release: 2 months ago - 167 downloads last month - 4 maintainers
@stdlib/stats-base-smskmin 0.2.2 πŸ’°
Calculate the minimum value of a single-precision floating-point strided array according to a mask.
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 25 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-base-snanmax 0.2.2 πŸ’°
Calculate the maximum value of a single-precision floating-point strided array, ignoring NaN values.
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 9 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-base-nanmskrange 0.2.2 πŸ’°
Calculate the range of a strided array according to a mask, ignoring NaN values.
14 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 448 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/blas-ext-base-dnancusumkbn 0.1.1 πŸ’°
Calculate the cumulative sum of double-precision floating-point strided array elements ignoring N...
1 version - Latest release: 2 months ago - 45 downloads last month - 4 maintainers
@stdlib/stats-strided-stdevtk 0.1.1 πŸ’°
Calculate the standard deviation of a strided array using a one-pass textbook algorithm.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-smin 0.1.1 πŸ’°
Calculate the minimum value of a single-precision floating-point strided array.
2 versions - Latest release: 2 months ago - 194 downloads last month - 4 maintainers
@stdlib/stats-strided-dsmeanors 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array using ordinary r...
2 versions - Latest release: 2 months ago - 35 downloads last month - 4 maintainers
@stdlib/stats-base-smskrange 0.2.2 πŸ’°
Calculate the range of a single-precision floating-point strided array according to a mask.
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 52 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-base-dvariancetk 0.2.2 πŸ’°
Calculate the variance of a double-precision floating-point strided array using a one-pass textbo...
14 versions - Latest release: over 1 year ago - 5 dependent packages - 3 dependent repositories - 696 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dsvariancepn 0.1.1 πŸ’°
Calculate the variance of a single-precision floating-point strided array using a two-pass algori...
2 versions - Latest release: 2 months ago - 65 downloads last month - 4 maintainers
@stdlib/stats-strided-dmaxsorted 0.1.1 πŸ’°
Calculate the maximum value of a sorted double-precision floating-point strided array.
2 versions - Latest release: 2 months ago - 295 downloads last month - 4 maintainers
@stdlib/stats-strided-dztest 0.1.1 πŸ’°
Compute a one-sample Z-test for a double-precision floating-point strided array.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-dminabs 0.1.1 πŸ’°
Calculate the minimum absolute value of a double-precision floating-point strided array.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-smskrange 0.1.1 πŸ’°
Calculate the range of a single-precision floating-point strided array according to a mask.
2 versions - Latest release: 2 months ago - 146 downloads last month - 4 maintainers
@stdlib/stats-strided-dvarmpn 0.1.1 πŸ’°
Calculate the variance of a double-precision floating-point strided array provided a known mean a...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-varianceyc 0.1.1 πŸ’°
Calculate the variance of a strided array using a one-pass algorithm proposed by Youngs and Cramer.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-nanrange 0.1.1 πŸ’°
Calculate the range of a strided array, ignoring NaN values.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-smaxabs 0.1.1 πŸ’°
Calculate the maximum absolute value of a single-precision floating-point strided array.
2 versions - Latest release: 2 months ago - 164 downloads last month - 4 maintainers
@stdlib/stats-base-dsemwd 0.2.2 πŸ’°
Calculate the standard error of the mean for a double-precision floating-point strided array usin...
14 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 638 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-base-dmeanlipw 0.2.2 πŸ’°
Calculate the arithmetic mean of a double-precision floating-point strided array using a one-pass...
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 817 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-base-dnanmeanwd 0.2.2 πŸ’°
Calculate the arithmetic mean of a double-precision floating-point strided array, using Welford's...
14 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 484 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-base-snanrange 0.2.2 πŸ’°
Calculate the range of a single-precision floating-point strided array, ignoring NaN values.
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 15 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-variance 0.1.1 πŸ’°
Calculate the variance of a strided array.
2 versions - Latest release: 2 months ago - 10.2 thousand downloads last month - 4 maintainers
@stdlib/stats-strided-dstdevpn 0.1.1 πŸ’°
Calculate the standard deviation of a double-precision floating-point strided array using a two-p...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-base-dsmeanors 0.2.2 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array using ordinary r...
14 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 17 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dnanstdevwd 0.1.1 πŸ’°
Calculate the standard deviation of a double-precision floating-point strided array ignoring NaN ...
2 versions - Latest release: 2 months ago - 36 downloads last month - 4 maintainers
@stdlib/stats-strided-dsempn 0.1.1 πŸ’°
Calculate the standard error of the mean for a double-precision floating-point strided array usin...
2 versions - Latest release: 2 months ago - 62 downloads last month - 4 maintainers
@stdlib/stats-strided-sztest2 0.1.1 πŸ’°
Compute a two-sample Z-test for two single-precision floating-point strided arrays.
2 versions - Latest release: 2 months ago - 149 downloads last month - 4 maintainers
@stdlib/stats-base-svariancepn 0.2.2 πŸ’°
Calculate the variance of a single-precision floating-point strided array using a two-pass algori...
11 versions - Latest release: over 1 year ago - 5 dependent packages - 3 dependent repositories - 26 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-mean 0.1.1 πŸ’°
Calculate the arithmetic mean of a strided array.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-nanstdevpn 0.1.1 πŸ’°
Calculate the standard deviation of a strided array ignoring NaN values and using a two-pass algo...
2 versions - Latest release: 2 months ago - 139 downloads last month - 4 maintainers
@stdlib/stats-strided-srangeabs 0.1.1 πŸ’°
Compute the range of absolute values of a single-precision floating-point strided array.
2 versions - Latest release: 2 months ago - 143 downloads last month - 4 maintainers
@stdlib/stats-base-sstdevwd 0.2.2 πŸ’°
Calculate the standard deviation of a single-precision floating-point strided array using Welford...
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 321 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-base-dstdevwd 0.2.2 πŸ’°
Calculate the standard deviation of a double-precision floating-point strided array using Welford...
14 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 589 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-base-dmeanwd 0.2.2 πŸ’°
Calculate the arithmetic mean of a double-precision floating-point strided array using Welford's ...
14 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 94 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-base-sminsorted 0.2.2 πŸ’°
Calculate the minimum value of a sorted single-precision floating-point strided array.
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 10 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dmeankbn2 0.1.1 πŸ’°
Calculate the arithmetic mean of a double-precision floating-point strided array using a second-o...
1 version - Latest release: 2 months ago - 154 downloads last month - 4 maintainers
@stdlib/stats-strided-ztest2 0.1.1 πŸ’°
Compute a two-sample Z-test.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-nanmeanors 0.1.1 πŸ’°
Calculate the arithmetic mean of a strided array, ignoring NaN values and using ordinary recursiv...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-meanwd 0.1.1 πŸ’°
Calculate the arithmetic mean of a strided array using Welford's algorithm.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-smediansorted 0.1.1 πŸ’°
Calculate the median value of a sorted single-precision floating-point strided array.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-dvariancech 0.1.1 πŸ’°
Calculate the variance of a double-precision floating-point strided array using a one-pass trial ...
2 versions - Latest release: 2 months ago - 169 downloads last month - 4 maintainers
@stdlib/blas-ext-base-snansumkbn2 0.3.1 πŸ’°
Calculate the sum of single-precision floating-point strided array elements, ignoring NaN values ...
15 versions - Latest release: 2 months ago - 3 dependent packages - 2 dependent repositories - 124 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-strided-smeankbn2 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array using a second-o...
1 version - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-base-snanstdevch 0.2.3 πŸ’°
Calculate the standard deviation of a single-precision floating-point strided array ignoring NaN ...
13 versions - Latest release: 2 months ago - 3 dependent packages - 1 dependent repositories - 279 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-base-nanmeanwd 0.2.2 πŸ’°
Calculate the arithmetic mean of a strided array, ignoring NaN values and using Welford's algorithm.
17 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 19 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/blas-ext-base-gcusumpw 0.3.1 πŸ’°
Calculate the cumulative sum of strided array elements using pairwise summation.
16 versions - Latest release: 2 months ago - 3 dependent packages - 2 dependent repositories - 24 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-strided-nanvariance 0.1.1 πŸ’°
Calculate the variance of a strided array ignoring NaN values.
2 versions - Latest release: 2 months ago - 239 downloads last month - 4 maintainers
@stdlib/stats-base-meanwd 0.2.2 πŸ’°
Calculate the arithmetic mean of a strided array using Welford's algorithm.
17 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 50 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dsnanmeanpn 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array, ignoring NaN va...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-dmeanwd 0.1.1 πŸ’°
Calculate the arithmetic mean of a double-precision floating-point strided array using Welford's ...
2 versions - Latest release: 2 months ago - 248 downloads last month - 4 maintainers
@stdlib/stats-strided-dnanmidrange 0.1.1 πŸ’°
Calculate the mid-range of a double-precision floating-point strided array, ignoring NaN values.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-base-smeankbn 0.2.2 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array using an improve...
11 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 19 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-stdevch 0.1.1 πŸ’°
Calculate the standard deviation of a strided array using a one-pass trial mean algorithm.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-dmeanli 0.1.1 πŸ’°
Calculate the arithmetic mean of a double-precision floating-point strided array using a one-pass...
2 versions - Latest release: 2 months ago - 274 downloads last month - 4 maintainers
@stdlib/stats-strided-dnanvarianceyc 0.1.1 πŸ’°
Calculate the variance of a double-precision floating-point strided array ignoring NaN values and...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-snanmaxabs 0.1.1 πŸ’°
Calculate the maximum absolute value of a single-precision floating-point strided array, ignoring...
2 versions - Latest release: 2 months ago - 132 downloads last month - 4 maintainers
@stdlib/blas-ext-base-sapxsumkbn 0.3.1 πŸ’°
Add a scalar constant to each single-precision floating-point strided array element and compute t...
15 versions - Latest release: 2 months ago - 4 dependent packages - 3 dependent repositories - 482 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-minsorted 0.1.1 πŸ’°
Calculate the minimum value of a sorted strided array.
2 versions - Latest release: 2 months ago - 186 downloads last month - 4 maintainers
@stdlib/stats-strided-stdev 0.1.1 πŸ’°
Calculate the standard deviation of a strided array.
2 versions - Latest release: 2 months ago - 193 downloads last month - 4 maintainers
@stdlib/stats-strided-snanmean 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array, ignoring NaN va...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-dsemtk 0.1.1 πŸ’°
Calculate the standard error of the mean for a double-precision floating-point strided array usin...
2 versions - Latest release: 2 months ago - 35 downloads last month - 4 maintainers
@stdlib/stats-strided-dstdevwd 0.1.1 πŸ’°
Calculate the standard deviation of a double-precision floating-point strided array using Welford...
2 versions - Latest release: 2 months ago - 113 downloads last month - 4 maintainers
@stdlib/stats-strided-snanmskmin 0.1.1 πŸ’°
Calculate the minimum value of a single-precision floating-point strided array according to a mas...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/blas-ext-base-wasm-dnanasumors 0.1.1 πŸ’°
Calculate the sum of absolute values (L1 norm) of double-precision floating-point strided array e...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-minabs 0.1.1 πŸ’°
Calculate the minimum absolute value of a strided array.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-base-variancech 0.2.2 πŸ’°
Calculate the variance of a strided array using a one-pass trial mean algorithm.
18 versions - Latest release: over 1 year ago - 4 dependent packages - 2 dependent repositories - 386 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dnanstdevpn 0.1.1 πŸ’°
Calculate the standard deviation of a double-precision floating-point strided array ignoring NaN ...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-svariancewd 0.1.1 πŸ’°
Calculate the variance of a single-precision floating-point strided array using Welford's algorithm.
2 versions - Latest release: 2 months ago - 136 downloads last month - 4 maintainers
@stdlib/stats-strided-nanmeanwd 0.1.1 πŸ’°
Calculate the arithmetic mean of a strided array, ignoring NaN values and using Welford's algorithm.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-base-snanmskmax 0.2.2 πŸ’°
Calculate the maximum value of a single-precision floating-point strided array according to a mas...
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 54 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dnanstdevtk 0.1.1 πŸ’°
Calculate the standard deviation of a double-precision floating-point strided array ignoring NaN ...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-base-cumax 0.3.1 πŸ’°
Calculate the cumulative maximum of a strided array.
16 versions - Latest release: 2 months ago - 4 dependent packages - 2 dependent repositories - 855 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-snanmskmax 0.1.1 πŸ’°
Calculate the maximum value of a single-precision floating-point strided array according to a mas...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-min-by 0.1.1 πŸ’°
Calculate the minimum value of a strided array via a callback function.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-covarmtk 0.1.1 πŸ’°
Calculate the covariance of two strided arrays provided known means and using a one-pass textbook...
2 versions - Latest release: 2 months ago - 111 downloads last month - 4 maintainers
@stdlib/stats-base-srange 0.2.2 πŸ’°
Calculate the range of a single-precision floating-point strided array.
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 34 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-base-scumaxabs 0.2.2 πŸ’°
Calculate the cumulative maximum absolute value of single-precision floating-point strided array ...
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 32 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dsnanmeanwd 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array, ignoring NaN va...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-base-dmaxabssorted 0.2.2 πŸ’°
Calculate the maximum absolute value of a sorted double-precision floating-point strided array.
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 44 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-strided-sdsmean 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array using extended a...
2 versions - Latest release: 2 months ago - 118 downloads last month - 4 maintainers
@stdlib/stats-strided-sminsorted 0.1.1 πŸ’°
Calculate the minimum value of a sorted single-precision floating-point strided array.
2 versions - Latest release: 2 months ago - 146 downloads last month - 0 stars on GitHub - 4 maintainers
@stdlib/stats-base-nanvariancepn 0.2.2 πŸ’°
Calculate the variance of a strided array ignoring NaN values and using a two-pass algorithm.
14 versions - Latest release: over 1 year ago - 5 dependent packages - 3 dependent repositories - 366 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/blas-ext-base-sdsnansumpw 0.3.1 πŸ’°
Calculate the sum of single-precision floating-point strided array elements, ignoring NaN values ...
15 versions - Latest release: 2 months ago - 4 dependent packages - 3 dependent repositories - 87 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-nanvariancepn 0.1.1 πŸ’°
Calculate the variance of a strided array ignoring NaN values and using a two-pass algorithm.
2 versions - Latest release: 2 months ago - 235 downloads last month - 0 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dnanminabs 0.1.1 πŸ’°
Calculate the minimum absolute value of a double-precision floating-point strided array, ignoring...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-scumin 0.1.1 πŸ’°
Calculate the cumulative minimum of single-precision floating-point strided array elements.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-scumax 0.1.1 πŸ’°
Calculate the cumulative maximum of single-precision floating-point strided array elements.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-dnanmskrange 0.1.1 πŸ’°
Calculate the range of a double-precision floating-point strided array according to a mask, ignor...
2 versions - Latest release: 2 months ago - 118 downloads last month - 4 maintainers
@stdlib/stats-strided-dmskmax 0.1.1 πŸ’°
Calculate the maximum value of a double-precision floating-point strided array according to a mask.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-nanvarianceyc 0.1.1 πŸ’°
Calculate the variance of a strided array ignoring NaN values and using a one-pass algorithm prop...
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-strided-snanmeanors 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array, ignoring NaN va...
2 versions - Latest release: 2 months ago - 4 maintainers
Top 8.6% on npmjs.org
@stdlib/blas-ext-base-gcusumkbn2 0.3.1 πŸ’°
Calculate the cumulative sum of strided array elements using a second-order iterative Kahan–BabuΕ‘...
15 versions - Latest release: 2 months ago - 3 dependent packages - 2 dependent repositories - 321 downloads last month - 2 stars on GitHub - 4 maintainers
@stdlib/stats-strided-range-by 0.1.1 πŸ’°
Calculate the range of a strided array via a callback function.
2 versions - Latest release: 2 months ago - 4 maintainers
@stdlib/stats-base-dminabs 0.2.2 πŸ’°
Calculate the minimum absolute value of a double-precision floating-point strided array.
12 versions - Latest release: over 1 year ago - 3 dependent packages - 1 dependent repositories - 21 downloads last month - 1 stars on GitHub - 4 maintainers
@stdlib/stats-strided-dsmeanpw 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array using pairwise s...
2 versions - Latest release: 2 months ago - 33 downloads last month - 4 maintainers
@stdlib/stats-strided-smeanlipw 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array using a one-pass...
2 versions - Latest release: 2 months ago - 113 downloads last month - 4 maintainers
@stdlib/stats-strided-smeanli 0.1.1 πŸ’°
Calculate the arithmetic mean of a single-precision floating-point strided array using a one-pass...
2 versions - Latest release: 2 months ago - 118 downloads last month - 4 maintainers