aesara-devs/aesara rel-2.2.2

on GitHub

The following changes were made in this release:

• Removed MKL warning
• Added a function that gets variables in a graph based on debugprint IDs
• aesara.printing.debugprint now handles arbitrary HasInnerGraph Ops
• Added missing HasInnerGraph properties to Scan
• Added a function, aesara.graph.basic.get_var_by_name, that gets variables in a graph by their name or auto_name
• Split aesara.link.numba.dispatch into distinct modules
• Created a HasInnerGraph mixin for Ops with inner graphs
• Added developer conda dependencies to environment.yml
• Added an "auto_name" option to aesara.printing.debugprint
• Moved aesara.debugmode.debugprint to aesara.printing
• Removed ScanMethodsMixin Apply argument handling
• Improved exceptions for the Scan Op
• Removed Scan.*_is_tensor attributes
• Moved Scan printing tests into tests.scan.test_printing
• Inner-graph functions in Scan Ops are now lazily computed
• Removed non-sequence settings from ScanInfo
• Fixed formatting and grammar in scan docstring
• Moved Scan helper methods to ScanMethodsMixin
• Replaced Scan info dict with ScanInfo dataclass
• Made basic aesara.tensor types available at package level (e.g. from aesara.tensor import TensorConstant, TensorVariable)
• Made common aesara.graph objects available at package level (e.g. from aesara.graph import Apply, Variable, Constant, Op, ...)
• Added rewrites to simplify unnecessary logit and sigmoid expressions
• Removed out-of-date conda recipe
• Made Reshape work for Numba scalars
• Added a Numba implementation for BernoulliRV
• The output dtype is now properly set for RandomVariables converted Numba
• Made Clip return Numba scalars
• Fixed in-place updates performed on scalars in Numba
• Numba's Reshape conversion is now guaranteed to get C-ordered arrays
• Added infix dot product to TensorVariables (i.e. A @ b for TensorVariables A and b)