Train and evaluate MNIST handwritten digit classifiers using GGML's native optimization framework, with support for both fully connected and convolutional architectures. A complete machine learning ...

Dr. James McCaffrey of Microsoft Research demonstrates how to fetch and prepare MNIST data for image recognition machine learning problems. Many machine learning problems fall into one of three ...

Why use this? This project provides a clear, well-structured reference implementation of the standard training workflow used in the tch-rs Rust ML library, translated into Python/PyTorch. Each model ...

Dr. James McCaffrey of Microsoft Research details the "Hello World" of image classification: a convolutional neural network (CNN) applied to the MNIST digits dataset. The "Hello World" of image ...