tweetynet -

0.9.0 -- 2023-02-09

Added

• Add ability to use model with post-processing transform, by adding post_tfm parameter to TweetyNetModel.from_config method. This makes tweetynet work with vak version 0.8.0 #219. Fixes #218.

- Jupyter Notebook
Published by NickleDave about 3 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave over 3 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave almost 4 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave about 4 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave about 4 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave almost 5 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave about 5 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave over 5 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave over 5 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave almost 6 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave almost 6 years ago

tweetynet -

- Jupyter Notebook
Published by NickleDave almost 6 years ago

tweetynet - convert to PyTorch model

Added

• network.py module (see "Changed")
• initial tests/test_tweetynet.py module, written for pytest

Changed

• convert to PyTorch model
  • because Tensorflow 1.0 is deprecated.
  • chose PyTorch over Tensorflow 2.0 for several reasons, see NickleDave/vak#88
  • network is now implemented as TweetyNet class in network.py, as a subclass of torch.nn.Module
• make vak a dependency, since we use vak.Model
  • rewrite model.py with TweetyNetModel, a vak.Model subclass
    • that specifies optimizer, loss, and metrics for TweetyNetModel
• yarden2seq re-written to work with crowsetta 2.0, renamed yarden2annot

- Jupyter Notebook
Published by NickleDave about 6 years ago

tweetynet -

Added

• add gardner package with yarden2seq module that converts annotation.mat files to crowsetta.Sequence objects
  • will be installed along with TweetyNet so that vak knows how to use yarden format

- Jupyter Notebook
Published by NickleDave almost 7 years ago

tweetynet -

Changed

• change README.md to state that TweetyNet can be run with vak + point to the vak docs

- Jupyter Notebook
Published by NickleDave almost 7 years ago

tweetynet -

Changed

• Change dependency to vak (https://github.com/NickleDave/vak) after renaming songdeck to vak--shouldn't affect usage of TweetyNet, but need to release new version so dependencies work when installing from PyPI

- Jupyter Notebook
Published by NickleDave almost 7 years ago

tweetynet -

Changed

• Version where network is abstracted away from code for benchmarking; put that code in a separate library, songdeck

- Jupyter Notebook
Published by NickleDave almost 7 years ago

tweetynet - Original alpha release

- Jupyter Notebook
Published by NickleDave over 7 years ago