numpy-api-overview.md

Numpy APIs

These api's were designed and built for training a foundational Blender AI model.

Extract Tensor Weights

::: bw.np.extract_weights

Matrix Transformations - How to fit a square into smaller square

Fit 2D Arrays into a different 2D Shape

::: bw.np.fit_2d_arrays_to_target_shape

Downscale 2D Array to a different 2D Shape

::: bw.np.downscale_2d_array

Upscale 2D Array to a different 2D Shape

::: bw.np.upscale_2d_array

Coloring based off Weighted Percentile with Quantiles

Coloring is not recommended when rendering more than 1 model layer with over 100,000 polygon shape faces.

Calculate 2D Quantile Ranges

::: bw.np.calculate_weighted_quantile_ranges_2d

Calculate DD Quantile Ranges

::: bw.np.calculate_weighted_quantile_ranges_3d

Testing

Generate 2D Arrays with random float32 data

Generate random 2d arrays

::: bw.np.create_random_2d_arrays