What's Changed Feat optimizers.py: include new optimizer RProp functions.py: speed up computation and compilation by using static indexing in log_likelihood function functions.py: add relu() function (source taken from Theano 0.7.1) basic.py: new function include_params_for_convergence Fix init.py: fix init circular imports statistics.py: update t_test and varcovar matrix calculations for vector parameters layers.py: various fixes to neural net layers optimizers.py: fix SQNBFGS algorithm functions.py: include output as params for 1st and 2nd order derivatives expressions.py: fix base class inheritence and use config.seed for seed value expressions.py: include self in overloaded operators if other instance is of similar type as self basic...
What's Changed Major Changes Drop support for Python 3.7 by @ricardoV94 in https://github.com/pymc...
What's Changed Major Changes Bump Pytensor dependency by @ricardoV94 in https://github.com/pymc-de...
What's Changed In this major release we are switching our graph computation backend from Aesara to P...
What's Changed Feat optimizers.py: include new optimizer RProp functions.py: speed up computation a...
v1.4.0 (2023-07-16) Feat optimizers.py: added new BFGS algorithm dataset.py: moved dataset initiali...
v1.7.0 (2023-09-22) Feat new option for selection of model acceptance pattern calculating distribut...
v1.3.0 (2022-11-10) Feat optimizers: added Nadam optimizer layers.py: added DenseLayer BatchNormLay...
v1.5.0 (2023-07-26) Feat dataset.py: use as_tensor_variable to construct tensor vector from dataset...
What's Changed Major Changes Implement graph.vectorize and Blockwise Op by @ricardoV94 in https://...
custom_rounder function added complement function added sparse_matrix attribute added sparse_normal...
What's Changed Major Changes Bump PyTensor to 2.9.1 by @michaelosthege in https://github.com/pymc-...
What's Changed Major Changes Rewrite logp graph before taking the gradient by @dehorsley in https:...
New features: the global optimizers shgo and dual_annealing (new in SciPy v1.2) are now supported (...
What's Changed New Features Implement logp derivation for division, subtraction and negation by @r...
What's Changed build(deps): bump setuptools from 65.5.0 to 65.5.1 by @dependabot in https://github....
What's Changed Major Changes Drop support for Python 3.7 by @ricardoV94 in https://github.com/pymc...
What's Changed Major Changes Bump Pytensor dependency by @ricardoV94 in https://github.com/pymc-de...
What's Changed In this major release we are switching our graph computation backend from Aesara to P...
What's Changed Feat optimizers.py: include new optimizer RProp functions.py: speed up computation a...
v1.4.0 (2023-07-16) Feat optimizers.py: added new BFGS algorithm dataset.py: moved dataset initiali...
v1.7.0 (2023-09-22) Feat new option for selection of model acceptance pattern calculating distribut...
v1.3.0 (2022-11-10) Feat optimizers: added Nadam optimizer layers.py: added DenseLayer BatchNormLay...
v1.5.0 (2023-07-26) Feat dataset.py: use as_tensor_variable to construct tensor vector from dataset...
What's Changed Major Changes Implement graph.vectorize and Blockwise Op by @ricardoV94 in https://...
custom_rounder function added complement function added sparse_matrix attribute added sparse_normal...
What's Changed Major Changes Bump PyTensor to 2.9.1 by @michaelosthege in https://github.com/pymc-...
What's Changed Major Changes Rewrite logp graph before taking the gradient by @dehorsley in https:...
New features: the global optimizers shgo and dual_annealing (new in SciPy v1.2) are now supported (...
What's Changed New Features Implement logp derivation for division, subtraction and negation by @r...
What's Changed build(deps): bump setuptools from 65.5.0 to 65.5.1 by @dependabot in https://github....
What's Changed Major Changes Drop support for Python 3.7 by @ricardoV94 in https://github.com/pymc...
What's Changed Major Changes Bump Pytensor dependency by @ricardoV94 in https://github.com/pymc-de...
What's Changed In this major release we are switching our graph computation backend from Aesara to P...