README.md

Determined Examples

Domain	Example	Dataset	Framework
Tutorials	mnist_pytorch fashion_mnist_tf_keras	MNIST Fashion MNIST	PyTorch TensorFlow (tf.keras)
Computer Vision	cifar10_pytorch mnist_multi_output_pytorch fasterrcnn_coco_pytorch mnist_estimator mnist_tf_layers cifar10_tf_keras iris_tf_keras unets_tf_keras	CIFAR-10 MNIST Penn-Fudan Dataset MNIST MNIST CIFAR-10 Iris Dataset Oxford-IIIT Pet Dataset	PyTorch PyTorch PyTorch TensorFlow (Estimator API) TensorFlow (tf.layers via Estimator API) TensorFlow (tf.keras) TensorFlow (tf.keras) TensorFlow (tf.keras)
Natural Language Processing (NLP)	bert_squad_pytorch bert_glue_pytorch	SQuAD GLUE	PyTorch PyTorch
HP Search Benchmarks	darts_cifar10_pytorch darts_penntreebank_pytorch	CIFAR-10 Penn Treebank Dataset	PyTorch PyTorch
Neural Architecture Search (NAS)	gaea_pytorch	DARTS	PyTorch
Meta Learning	protonet_omniglot_pytorch	Omniglot	PyTorch
Generative Adversarial Networks (GAN)	gan_mnist_pytorch	MNIST	PyTorch
Decision Trees	gbt_titanic_estimator	Titanic	TensorFlow (Estimator API)
Data Layer	data_layer_mnist_estimator data_layer_mnist_tf_keras	MNIST MNIST	TensorFlow (Estimator API) TensorFlow (tf.keras)