CNTK C#/.NET API training examples

Overview

CNTK repository contains examples using CNTK C# API to build, train, and evaluate CNTK neural network models.

LogisticRegression

A hello-world example to train and evaluate a logistic regression model using C#/API. See CNTK 101: Logistic Regression and ML Primer for more details.

MNISTClassifier

This class shows how to build and train a classifier for handwritting data (MNIST).

CifarResNetClassifier

This class shows how to do image classification using ResNet. The model being built is a lite version of Deep Residual Learning for Image Recognition. See Python Tutortials for more details.

TransferLearning

This class demonstrates transfer learning using a pretrained ResNet model. See Python Tutortials for more details.

LSTMSequenceClassifier

This class shows how to build a recurrent neural network model from ground up and how to train the model.