1.4.0

Version 1.4 adds a lot of functionality to Φ-ML and includes a ton of fixes!

This version is archived at figshare, DOI: DOI.

Highlights

• Users now have more control over sparse matrices with to_format for sparse/dense conversion and is_sparse.
• Added find_closest() with dense and k-d tree implementations
• New functions argmin, argmax, equal, erf, incomplete_gamma
• Improved gradient descent optimizer via math.minimize()
• Support ... for remaining dimensions in reshaped_native, reshaped_tensor.
• scatter now supports modes min, max, prod, any, all
• min, max, nonzero now support sparse tensors
• random_uniform now supports setting limits by Tensor
• cross_product now retains item names
• slice now supports primitives
• map now supports dims='object' to map over layout dimensions
• Non-uniform tensors can now be used with dot, median
• vec now allows empty vectors
• linspace now supports multiple dimensions
• Sparse-sparse matrix multiplication

pip install phiml==1.4.0