Cloud Machine Learning Engine
This repository contains samples for usage of the Google Cloud Machine Learning Engine (Cloud ML Engine). For installation instructions and overview, please see the documentation. Please refer to README.md in each sample directory for more specific instructions.
Cloud ML Engine
CPU and GPU
- Keras Census - Keras single node model
- Census - TensorFlow census models
- Canned Estimator - TensorFlow canned estimator model
- Custom Estimator - TensorFlow custom estimator model
- Low Level TF - TensorFlow low level API model
- Criteo - Advertisement CTR prediction on Criteo dataset
- Flowers - Image transfer learning using flowers dataset
- Movielens - Personalized recommendation using movielens dataset
- Reddit - Wide and Deep model using reddit dataset
- Cifar10 - Multi-GPU Cifar10
TPU (Contrib)
Google Samples
- Genomics Ancestry Inference - Genomics ancestry inference using 1000 Genomes dataset
Contrib
We welcome external sample contributions and TensorFlow contrib API samples to contrib. Please help us improve your experience. See CONTRIBUTING.md