autoray

• add torch.indices and tensorflow.indices

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.11...v0.6.12

What's Changed

• Fix creation functions with builtin like kwarg by @dwierichs in https://github.com/jcmgray/autoray/pull/23
• Allow additional keyword arguments in tensorflow_diag by @dwierichs in https://github.com/jcmgray/autoray/pull/24

New Contributors

• @dwierichs made their first contribution in https://github.com/jcmgray/autoray/pull/23

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.10...v0.6.11

What's Changed

• The following functions now inherit default dtype and possibly device (when using torch) when the like kwarg is an explicit array:
  • "empty"
  • "eye"
  • "full"
  • "identity"
  • "ones"
  • "zeros"
• fix NumpyMimic special attribute access (#20) by @jcmgray in https://github.com/jcmgray/autoray/pull/21
• fix "diag" for tensorflow.

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.9...v0.6.10

• autojit: fix jax when kwargs are used
• autojit: simplify torch and python compiler
• torch: alias min/max to amin/amax

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.8...v0.6.9

What's Changed

• Alias jax.scipy by @HaoTy in https://github.com/jcmgray/autoray/pull/18

New Contributors

• @HaoTy made their first contribution in https://github.com/jcmgray/autoray/pull/18

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.7...v0.6.8

• lazy.einsum: allow cotengra or opt_einsum for advanced parsing, fall back to basic when neither present
• add torch.expand_dims.

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.6...v0.6.7

• autoray.lazy: allow more functions to work on pytrees.
• Fix importlib import error and update tensorflow CI

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.5...v0.6.6

• add multi-dispatch for a few more relevant functions
• change plot_history_functions default style to scatter
• ensure composed function names are kept

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.4...v0.6.5

What's Changed

• add autoray.size
• added docs
• autoray.lazy.LazyArray support all fancy indexing
• add experimental complexity cost tracing
• fix: matmul shape for lazy by @yangguohao in https://github.com/jcmgray/autoray/pull/16

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.3...v0.6.4

What's changed

• autoray.lazy.compute: allow computing multiple outputs simultaneously
• autoray.lazy.Function allow pickling and viewing of uncompiled source

Fixes

• make sure shape and ndim work for builtins similarly to numpy.{shape,ndim}

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.2...v0.6.3

What's Changed

• Add: autoray.lazy.where function for LazyArray by @yangguohao in https://github.com/jcmgray/autoray/pull/13
• Add: autoray.lazy.take function for LazyArray by @yangguohao in https://github.com/jcmgray/autoray/pull/15
• AddLazyArray.plot_history_stats pie charts
• Add autoray.shape and autoray.ndim as preferred shape functions
• Add basic support for aesara

Fixes

• LazyArray: fix negative axis reductions
• fix fancy indexing of LazyArray objects

New Contributors

• @yangguohao made their first contribution in https://github.com/jcmgray/autoray/pull/13

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.6.0...v0.6.1

autoray.lazy: Much better tools for inspecting the computational graph:

• LazyArray.show()
• LazyArray.plot_circuit()
• LazyArray.plot_history_functions() and variants
• LazyArray.history_fn_frequencies

Global submodule aliases:

• enables e.g. dispatching do("scipy.linalg.lu", x: numpy.ndarray) and cupy.scipy to cupyx.scipy

Fix for complex and builtins and newer numpy (#11).

Full Changelog: https://github.com/jcmgray/autoray/compare/v0.5.3...v0.6.0

• add lazy.diag
• update infrastructure, including moving from versioneer to setuptools_scm