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Open-Source

• Self-Supervision

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

• Attention Mechanisms

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

• Comparatively Finetuning BERT

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

• Exemplary Machine Learning Pipeline

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

Web Apps

• Propositional Logic Practice

  A web app for practicing propositional logic questions.

• Multimodal Turing Test

  A web app that implements a playable version of the Turing Test for three modalities: vision, language, and sound.

• Image Augmentation Webapp

  A web app for visualizing image augmentations on your images.