rel-2.24.0

What's Changed

Major Changes 🛠

• Add initial support for PyTorch backend by @HarshvirSandhu in #764
• Break MaxandArgmax Op to seperate TensorMax Op and Argmax Op by @Dhruvanshu-Joshi in #731

New Features 🎉

• Implement basic Alloc Ops in PyTorch by @ricardoV94 in #836
• Do not use Numba objmode for supported advanced indexing operations by @ricardoV94 in #805
• Improve static output shapes of Reshape and AdvancedSubtensor1 by @ricardoV94 in #834
• Add more specialized static output shape to Eye by @ricardoV94 in #841
• Update tensor.where to allow for case with only condition by @tanish1729 in #844
• Implement JAX dispatch for Argsort and add stable argument to sorting functions by @ricardoV94 in #848
• Add rewrite to merge multiple SVD Ops with different settings by @HangenYuu in #769
• Implemented JAX backend for Eigvalsh by @HangenYuu in #867
• PyTorch Softmax Ops by @HAKSOAT in #846
• Rewrite determinant of diagonal matrix as product of diagonal by @tanish1729 in #797

Bugfixes 🐛

• Fix numba implementation of cholesky not setting off-diag entries to zero by @aseyboldt in #816
• Replace RNG update in RV lift rewrites by @ricardoV94 in #870

Maintenance 🔧

• Fix E721: do not compare types, for exact checks use is / is not by @maresb in #596
• Minor: Fix dependencies by @maresb in #813
• Add jax dispatch for KroneckerProduct Op by @jessegrabowski in #822
• Fix typing in subtensor module by @michaelosthege in #823
• Upper pin scipy temporarily by @ricardoV94 in #863
• Remove conservative checks for supported Subtensors operations in JAX by @ricardoV94 in #849
• Check for square matrix in make_node to Det by @tanish1729 in #861
• Add dprint shortcut to FunctionGraph and Function by @ricardoV94 in #779

New Contributors

• @HAKSOAT made their first contribution in #846

Full Changelog: rel-2.23.0...rel-2.24.0