Colab notebooks

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Quick Start

• TensorFlow 1.15 Quickstart

Run in Google Colab  View source on GitHub

• Keras 2.3 Quickstart

Run in Google Colab  View source on GitHub

• TensorFlow 2 Quickstart

Run in Google Colab  View source on GitHub

• PyTorch Quickstart

Run in Google Colab  View source on GitHub

Common Use Case

• Use torch.distributed in Orca

Run in Google Colab  View source on GitHub

• Use Spark Dataframe for Deep Learning

Run in Google Colab  View source on GitHub

• Use Distributed Pandas for Deep Learning

Run in Google Colab  View source on GitHub

• Use AutoML for Time-Series Forecasting

Run in Google Colab  View source on GitHub

• Use TSDataset and Forecaster for Time-Series Forecasting

Run in Google Colab  View source on GitHub

• Use Anomaly Detector for Unsupervised Anomaly Detection

Run in Google Colab  View source on GitHub

• Enable AutoML for PyTorch

Run in Google Colab  View source on GitHub

• Use AutoXGBoost to auto-tune XGBoost parameters

Run in Google Colab  View source on GitHub

AI Application Case

• Use Pytorch for Fashion MNIST Image Classification

Run in Google Colab  View source on GitHub

• Use Keras for Text Classification

Run in Google Colab  View source on GitHub

• Use Pytorch for Image Super Resolution

Run in Google Colab  View source on GitHub