Stats (nengolib.stats)¶
Transformations¶
spherical_transform(samples) |
Map samples from the [0, 1]–cube onto the hypersphere. |
random_orthogonal(d[, rng]) |
Returns a random orthogonal matrix. |
Distributions¶
ScatteredHypersphere(surface[, base]) |
Number–theoretic distribution over the hypersphere and hyperball. |
SphericalCoords(m) |
Spherical coordinates for inverse transform method. |
ScatteredCube([low, high, base]) |
Number-theoretic distribution over the hypercube. |
Sobol() |
Sobol sequence for quasi Monte Carlo sampling the [0, 1]–cube. |
Rd() |
Rd sequence for quasi Monte Carlo sampling the [0, 1]–cube. |
Sphere-packing¶
leech_kissing([cache_file]) |
Generates the 196,560 “kissing points” in 24 dimensions. |
