New functionalities Utility functions for converting Segmentor output (coordinates and classes) to files readable by packages such as Atomic Simulation Environment, VESTA, etc. Optional time-dependent learning rate. For example, ```python # We are going to start with a constant learning rate, then after 600 iterations we begin # linearly decreasing it over the next 200 iterations, and keep constant afterwards lr_t = np.ones(800) * 1e-3 lr_t[600:800] = np.linspace(1e-3, 1e-4, 200) model.fit(images, labels, images_test, labels_test, # training data training_cycles=1000, compute_accuracy=True, # basic training parameters swa=True, lr_scheduler=lr_t # advanced training parameters ) ``` Other changes Added new examples...
Important changes The python API is finally ready for release v0.1.8! :tada: Python API An API is no...
-- the Rate class now knows how to make its function string in python and C++ (#328) -- C++ net...
This release improves shrink quality by allowing Hypothesis to automatically learn new shrink passes...
New functionalities: Add VAE that can learn (simultaneously) both discrete and continuous latent re...
Add atomai.utils.dataset module with experimental datasets for scientific machine learning Minor bug...
New functionalities 1) Deep Kernel Learning (DKL)-based Gaussian process (GP) regression. The DKL-GP...
pyUSID now officially works with python 3.7! Several computation related functions moved out of pyUS...
What's Changed Fix problem of swig when slice is created with numpy int by @fernandohds564 in https...
Version 0.9.0 Added support for reaction-diffusion (RxD) and usage examples Improved performanced ...
Python 3.7.4 simulation code and scripts reproducing all figures in Landmann, Holmes, Tikhonov (2021...
pyglotaran 0.7.0 Release Notes Code name: "Theofelix" This version was used to generate the results ...
This version includes the core features of this compressive learning toolbox: Sketching datasets ...
New functionality Added option for controlled information capacity increase to VAE and rVAE (jVAE a...
Bug fixes and additional utility functions for image and spectral data processin
Significant changes to requirements Lowered numpy to 1.10.0 Moved unittest2 to tests Added Dask Se...
Important changes The python API is finally ready for release v0.1.8! :tada: Python API An API is no...
-- the Rate class now knows how to make its function string in python and C++ (#328) -- C++ net...
This release improves shrink quality by allowing Hypothesis to automatically learn new shrink passes...
New functionalities: Add VAE that can learn (simultaneously) both discrete and continuous latent re...
Add atomai.utils.dataset module with experimental datasets for scientific machine learning Minor bug...
New functionalities 1) Deep Kernel Learning (DKL)-based Gaussian process (GP) regression. The DKL-GP...
pyUSID now officially works with python 3.7! Several computation related functions moved out of pyUS...
What's Changed Fix problem of swig when slice is created with numpy int by @fernandohds564 in https...
Version 0.9.0 Added support for reaction-diffusion (RxD) and usage examples Improved performanced ...
Python 3.7.4 simulation code and scripts reproducing all figures in Landmann, Holmes, Tikhonov (2021...
pyglotaran 0.7.0 Release Notes Code name: "Theofelix" This version was used to generate the results ...
This version includes the core features of this compressive learning toolbox: Sketching datasets ...
New functionality Added option for controlled information capacity increase to VAE and rVAE (jVAE a...
Bug fixes and additional utility functions for image and spectral data processin
Significant changes to requirements Lowered numpy to 1.10.0 Moved unittest2 to tests Added Dask Se...
Important changes The python API is finally ready for release v0.1.8! :tada: Python API An API is no...
-- the Rate class now knows how to make its function string in python and C++ (#328) -- C++ net...
This release improves shrink quality by allowing Hypothesis to automatically learn new shrink passes...