v1.4.0 (2023-07-16) Feat optimizers.py: added new BFGS algorithm dataset.py: moved dataset initialization to dataset.py pycmtensor.py: Implemented early stopping on coefficient convergence in training loop functions.py: logit method now takes uneven dimensioned-utilities expression.py: Added RandomDraws expression for sampling in mixed logit get_train_data optional argument numpy_out to return numpy arrays rather than pandas arrays BHHH algorithm for calculating var-covar matrix applies to each data row Fix results.py: fixed instance when params are not Betas expressions.py: include RandomDraws as an option in expression evaluations Update tests workflow file conda packages pycmtensor.py: Added missing configuration for stepLR drop_every...
v1.2.1 (2022-10-25) Features added pycmtensor.about() to output package metadata added EMA function...
New features: add create_params function (PR #844) add chi2_out and nsigma options to conf_interval...
Version 1.0.3 Release Notes (October 14, 2021) Potentially breaking change: argument x is now requi...
v1.4.0 (2023-07-16) Feat optimizers.py: added new BFGS algorithm dataset.py: moved dataset initiali...
What's Changed Feat optimizers.py: include new optimizer RProp functions.py: speed up computation a...
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...
G-Mean (GM) added #178 Index of balanced accuracy (IBA) added #176 Optimized precision (OP) added ...
What's Changed build(deps): bump setuptools from 65.5.0 to 65.5.1 by @dependabot in https://github....
custom_rounder function added complement function added sparse_matrix attribute added sparse_normal...
What's Changed Docs & Maintenance Updated docstrings of some distribution classes inside multivari...
pyMOR is a software library for building model order reduction applications with the Python programm...
What's Changed Major Changes Change logger names from all pymc to module name by @pdb5627 in https...
What's Changed Major Changes Dropped support for Python 3.7 and added support for Python 3.10 by @...
v1.2.1 (2022-10-25) Features added pycmtensor.about() to output package metadata added EMA function...
New features: add create_params function (PR #844) add chi2_out and nsigma options to conf_interval...
Version 1.0.3 Release Notes (October 14, 2021) Potentially breaking change: argument x is now requi...
v1.4.0 (2023-07-16) Feat optimizers.py: added new BFGS algorithm dataset.py: moved dataset initiali...
What's Changed Feat optimizers.py: include new optimizer RProp functions.py: speed up computation a...
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...
G-Mean (GM) added #178 Index of balanced accuracy (IBA) added #176 Optimized precision (OP) added ...
What's Changed build(deps): bump setuptools from 65.5.0 to 65.5.1 by @dependabot in https://github....
custom_rounder function added complement function added sparse_matrix attribute added sparse_normal...
What's Changed Docs & Maintenance Updated docstrings of some distribution classes inside multivari...
pyMOR is a software library for building model order reduction applications with the Python programm...
What's Changed Major Changes Change logger names from all pymc to module name by @pdb5627 in https...
What's Changed Major Changes Dropped support for Python 3.7 and added support for Python 3.10 by @...
v1.2.1 (2022-10-25) Features added pycmtensor.about() to output package metadata added EMA function...
New features: add create_params function (PR #844) add chi2_out and nsigma options to conf_interval...
Version 1.0.3 Release Notes (October 14, 2021) Potentially breaking change: argument x is now requi...