Pinned

1. attention-mechanisms Public

   Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

   Python 261 70

2. comparatively-finetuning-bert Public

   Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.

   Python 95 21

3. ivadomed/ivadomed Public

   Repository on the collaborative IVADO medical imaging project between the Mila and NeuroPoly labs.

   Python 132 142

4. exemplary-ml-pipeline Public

   Exemplary, annotated machine learning pipeline for any tabular data problem.

   Jupyter Notebook 21 6

5. self-supervision Public

   Implementations of several self-supervised pretext tasks for language and vision modalities in PyTorch.

   Python 3

6. simple-speech-features Public

   Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.

   Python 7 1