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kernel_project_for_kaggle

Work done for https://www.kaggle.com/c/machine-learning-with-kernel-methods-2021/data

lip4conv

Code for Spectral Norm of Convolutional Layers with Circular and Zero Paddings and Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration

nlp_project_rationalizing_neural_pred

orthogonal-convolutions

Implementations of orthogonal and semi-orthogonal convolutions in the Fourier domain with applications to adversarial robustness

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-spectral-normalization-gan

Paper by Miyato et al. https://openreview.net/forum?id=B1QRgziT-

stable_resnet

text_nn

Text classification models. Used a submodule for other projects.