GitHub

Can not fetch mnist data set

File "/home/nonroot/condaforge_src/envs/torch/lib/python3.12/site-packages/torch/multiprocessing/spawn.py", line 364, in spawn return start_processes(fn, args, nprocs ...
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 ...
Scientific Research Publishing

Shmuel, A., Glickman, O. and Lazebnik, T. (2024) A Comprehensive Benchmark of Machine and Deep Learning across Diverse Tabular Datasets.

ABSTRACT: We explore the performance of various artificial neural network architectures, including a multilayer perceptron (MLP), Kolmogorov-Arnold network (KAN), LSTM-GRU hybrid recursive neural ...
IEEE

Recurrent Neural Networks with Fractional Order Gradient Method

Abstract: In view of the possibility that Recurrent Neural Network(RNN)’s stochastic gradient descent method will converge to the local optimum problem, two fractional stochastic gradient descent ...
IEEE

Handwritten Digit Recognition of MNIST Dataset using Residual Network and Visual Geometry Group Network

Abstract: In this work, two different deep learning architectures Residual Network (ResNet) and VGG Network are implemented for the MNIST digit recognition challenge. With a changed architecture, the ...