thegregyang

Greg Yang's repositories

GP4A

Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

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NTK4A

Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"

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LossUpAccUp

Loss and accuracy go opposite ways...right?

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NNspectra

Computing the eigenvalues of Neural Tangent Kernel and Conjugate Kernel (aka NNGP kernel) over the boolean cube

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neural-tangents

Fast and Easy Infinite Neural Networks in Python

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dfa-scales-to-modern-deep-learning

Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural language processing.

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azure-docs

Open source documentation of Microsoft Azure

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LaTeX-Workshop-wiki

Public repo for contributing to https://github.com/James-Yu/LaTeX-Workshop/wiki

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

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transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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