v0.2.0

What's Changed

• Clean up project structure by @mvinyard in #9

Full Changelog: v0.1.0...v0.2.0

v0.2.0rc0

Full Changelog: v0.1.0...v0.2.0rc0

v0.1.0

What's Changed

• small bug fixes by @mvinyard in #7
• Add pointer to requirements.txt, update version by @mvinyard in #8
• Tested pre-releases: v0.1.0rc0, v0.1.0rc1

Full Changelog: v0.0.5...v0.1.0

v0.1.0rc1

Further testing from v0.1.0rc0

Full Changelog: v0.1.0rc0...v0.1.0rc1

v0.1.0rc0

What's Changed

• small bug fixes by @mvinyard in #7

Full Changelog: v0.0.5...v0.1.0rc0

v0.0.5

What's Changed

• updated compatibility with ABCParse base class by @mvinyard in #6

Full Changelog: v0.0.4...v0.0.5

pre-release: v0.0.5rc0

Full Changelog: v0.0.4...v0.0.5rc0

v0.0.4

What's Changed

• Fix AugmentedTorchNet by @mvinyard in #5

• Tested in pre-release v0.0.4rc0

Full Changelog: v0.0.3...v0.0.4

v0.0.4rc0

Full Changelog: v0.0.3...v0.0.4rc0

v0.0.3

Changes to core

• Revised the TorchNet such that it inherits torch.nn.Sequential, which is more intuitive in creating network objects through this interface. (commit: 6fe33cb3)
• Added the potential property to the TorchNet which serves as a boolean indicator flag (commit: 42d0940)
• Encoder and Decoder were updated accordingly as they are derived from the TorchNet (commit: 1f45826)
• Updated AugmentedTorchNet class, which is also derived from the TorchNet (commit: 2de1bde)

Added the plotting (.pl) module

• torch_nets.pl.weights_and_biases - plot the weights and biases of a given network. (commit: 63e045)

Added the tools (.tl) module

• torch_nets.tl.infer_network_architecture_from_state (commit: 357fc37)
  • This enables one to pass a state_dict - often saved as a ckpt_model.pt and return a network composed with these weights.
  • Along with the state_dict, dropout and activation are required to be passed with each layer, since these are not saved as part of the state_dict.

Fixes made during testing in pre-release:

v0.0.3rc0

• Updated setup.py with additional imports (vinplots, which also brings in matplotlib)

v0.0.3rc1

• Reverted names as an attribute of TorchNet (commit: c2abc11)

v0.0.3rc2

• Add example notebook of classes available in the API (commit: 841bb58)

Still to do

• Documentation! Quarto is the likely path forward.

Full Changelog: v0.0.2...v0.0.3