rel-2.26.0

What's Changed

Major Changes 🛠

• Dimshuffle does not need input broadcastable info by @ricardoV94 in #979
• Reduce overhead of function call and deprecate rarely used utilities by @ricardoV94 in #1024

New Features 🎉

• Merge consecutive reduces by @ricardoV94 in #888
• Added rewrites involving block diagonal matrices by @tanish1729 in #967
• Adding rewrites involving kronecker product by @tanish1729 in #975
• Adds functions to rewrite cholesky decomposition of identity and diagonal matrices by @tanish1729 in #925
• Implement Cast in PyTorch backend by @ricardoV94 in #1023
• Implement destructive in-place rewrites for Cholesky and Solve Ops by @ricardoV94 in #1028
• Added Support for Median by @Dhruvanshu-Joshi in #907
• Add Pytorch implementation of Blockwise by @Ch0ronomato in #988

Bugfixes 🐛

• Make blockwise perform method node dependent by @ricardoV94 in #1048
• Fix bug from too strict type check in _sum_grad_over_bcasted_dims by @ricardoV94 in #1036
• Fix downcasting bug in local_[mul|div]_switch_sink rewrite by @ricardoV94 in #1059
• Fix bugs in local_useless_slice and local_reduce_join rewrites by @ricardoV94 in #1057

Documentation 📖

• Small improvements to docs API by @ricardoV94 in #817

Maintenance 🔧

• Canonicalize Subtensor slices by @Dhruvanshu-Joshi in #761
• Remove rarely used shape utilities by @ricardoV94 in #1016
• Simplify logic with variadic_add and variadic_mul helpers by @ricardoV94 in #932
• Remove _asarray by @ricardoV94 in #1025
• Direct tests for dispatch implementations in alternative backends by @ricardoV94 in #1021
• Cleanup for Optimal Control Ops by @jessegrabowski in #1045
• Raise NotImplementedError for boolean scalar indexing by @ricardoV94 in #1063
• Add Accelerate framework blas__ldflags tests by @lucianopaz in #1056

Full Changelog: rel-2.25.5...rel-2.26.0

rel-2.25.5

What's Changed

New Features 🎉

• Add rewrites for inv(diag(x)) and inv(eye) by @tanish1729 in #898
• Implement indexing operations in PyTorch by @HarshvirSandhu in #910
• Implement OpFromGraph in PyTorch backend by @Ch0ronomato in #956
• Add torch implementation of IfElse by @Ch0ronomato in #974

Bugfixes 🐛

• Correct usage of file context in profiling outputs by @AuguB in #1011

Maintenance 🔧

• Do not use deprecated find_executable by @ricardoV94 in #1000
• Remove error check in ConfigParser by @ricardoV94 in #1009

New Contributors

• @AuguB made their first contribution in #1011

Full Changelog: rel-2.25.4...rel-2.25.5

rel-2.25.4

What's Changed

Bugfixes 🐛

• Fix bug due to __props__ in OpFromGraph subclasses by @ricardoV94 in #981

Full Changelog: rel-2.25.3...rel-2.25.4

rel-2.25.3

What's Changed

New Features 🎉

• Add einsum by @jessegrabowski in #722
• Implements shape Ops and MakeVector in PyTorch by @twaclaw in #926
• Implement Dot and BatchedDot in PyTensor by @HangenYuu in #878
• Implement pad by @jessegrabowski in #748
• Implement nlinalg Ops in PyTorch by @twaclaw in #920
• Added rewrite for matrix inv(inv(x)) -> x by @tanish1729 in #893

Documentation 📖

• Added new tutorial on PRNGs with RandomVariables by @HangenYuu in #928
• Fixed dead wiki links by @HangenYuu in #950
• Removed emphasis on dtypes in Introduction by @Krupakar-Reddy-S in #968

Maintenance 🔧

• Add OpFromGraph wrapper around alloc_diag by @jessegrabowski in #915
• Remove more unused config options by @Armavica in #948
• Add building of pyodide universal wheels by @twiecki in #918
• Unpin scipy upper version by @ferrine in #972
• Speedup CAReduce C-implementation with loop reordering by @ricardoV94 in #971

New Contributors

• @Ch0ronomato made their first contribution in #941
• @abhishekshah5486 made their first contribution in #964
• @Krupakar-Reddy-S made their first contribution in #968

Full Changelog: rel-2.25.2...rel-2.25.3

rel-2.25.2

What's Changed

New Features 🎉

• Implemented Sort/Argsort Ops in PyTorch by @twaclaw in #897
• Implemented Repeat and Unique Ops in PyTorch by @twaclaw in #890

Bugfixes 🐛

• Fix supplying (base_)compiledir as str by @Armavica in #927

Documentation 📖

• Only consider main branch in README test badge by @Prtm2110 in #832

New Contributors

• @Prtm2110 made their first contribution in #832

Full Changelog: rel-2.25.1...rel-2.25.2

rel-2.25.1

What's Changed

Bugfixes 🐛

• Fix Windows build by @Armavica in #909

Full Changelog: rel-2.25.0...rel-2.25.1

rel-2.25.0

What's Changed

Major Changes 🛠

• Replace str "output" by a dummy Op in the clients of the FunctionGraph by @ricardoV94 in #790

Bugfixes 🐛

• Increase precision of betainc C implementation by @ricardoV94 in #908

Maintenance 🔧

• Remove unused config options by @Armavica in #806
• Improve string representation of Assert Ops by @Dhruvanshu-Joshi in #891

Full Changelog: rel-2.24.2...rel-2.25.0

rel-2.24.2

What's Changed

New Features 🎉

• Add betainc C implementation by @arthus701 in #798
• Support more cases of advanced indexing in Numba by @ricardoV94 in #818
• Add nan_to_num helper by @Dhruvanshu-Joshi in #796
• Implemented Eye Op in PyTorch by @twaclaw in #877
• Add helper to build hessian vector product by @ricardoV94 in #858
• Vectorize make_vector by @ricardoV94 in #889

Bugfixes 🐛

• Fix bug in vectorize of random variables with empty size by @ricardoV94 in #886

Documentation 📖

• Run doctest and fix old examples by @ricardoV94 in #865

Maintenance 🔧

• Fix JAX implementation of Argmax by @HangenYuu in #809
• Remove useless SpecifyShape by @ricardoV94 in #885
• Keep stack trace in random_make_inplace by @ricardoV94 in #735

New Contributors

• @arthus701 made their first contribution in #798
• @twaclaw made their first contribution in #877

Full Changelog: rel-2.24.1...rel-2.24.2

rel-2.24.1

✅ Now available on conda-forge after major outage conda-forge/status#181 ✅

What's Changed

New Features 🎉

• Pytorch support for Join and Careduce Ops by @HarshvirSandhu in #869
• Add docs on implementing Pytorch Ops (and CumOp) by @HarshvirSandhu in #837

Bugfixes 🐛

• Fix too restrictive type assert by @ricardoV94 in #880

Full Changelog: rel-2.24.0...rel-2.24.1

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