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1. attention-mechanisms 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 350 82

2. comparatively-finetuning-bert comparatively-finetuning-bert Public

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

   Python 121 28

3. ivadomed/ivadomed ivadomed/ivadomed Public

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

   Python 156 149

4. exemplary-ml-pipeline exemplary-ml-pipeline Public

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

   Jupyter Notebook 25 8

5. self-supervision self-supervision Public

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

   Python 9

6. simple-speech-features simple-speech-features Public

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

   Python 22 2