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1. pytorch-scarf pytorch-scarf Public

   Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representation of tabular data using contrastive learning. It is inspire…

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2. wukong-recommendation wukong-recommendation Public

   Implements the paper "Wukong: Towards a Scaling Law for Large-Scale Recommendation" from Meta.

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3. scratch-llm scratch-llm Public

   Implements a LLM similar to Meta's Llama 2 from the ground up in PyTorch, for educational purposes.

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4. evidential-deeplearning evidential-deeplearning Public

   Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neural network.

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5. multitask-learning multitask-learning Public

   Tensorflow implementation of three architectures for multi-task learning, a paradigm to learn different prediction tasks jointly using one model

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6. ctr-prediction ctr-prediction Public

   Implementation of some state-of-the-art deep learning architectures for CTR prediction tasks, both in Pytorch and Tensorflow

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