GitHub

Network connectivity failure in test_spectral_embedding_trustworthiness with MNIST dataset loading

The test_spectral_embedding_trustworthiness [load_mnist-5000-0.8] test is sometimes failing due to a network connectivity issue when attempting to download the MNIST dataset from OpenML. The test ...
IEEE

A Multi-Branch-Based Capsule Network With Structural Reparameterization

Abstract: The capsule network (CapsNet) is an advanced network model. However, the performance of CapsNet on complex datasets (such as CIFAR10) is limited. Improving the network architecture serves as ...
IEEE

Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging

Abstract: Magnetic Particle Imaging (MPI) is an emerging imaging modality based on the magnetic response of superparamagnetic iron oxide nanoparticles to achieve high-resolution and real-time imaging ...
GitHub

digit-classifier

This project encompasses a series of modules designed to facilitate the creation, training, and prediction using a PyTorch MLP Neural Network for digit classification based on the MNIST dataset.