examples's Introduction

Example notebooks

You can find here a list of the official notebooks and scrips provided by Hyperplane.

Also, we would like to list here interesting content created by the community. If you wrote some notebook(s) leveraging Hyperplane and would like be listed here, please open a Pull Request so it can be included under the Community notebooks.

Notebook	Description
Data processing with DASK	Speed up data preprocessing with distributed DASK cluster on Hyperplane
Data prepcessing with Ray	speed up data preprocessing with distributed Ray cluster on Hyperplane
Data preprocessing with Spark	speed up data preprocessing with distributed spark on Ray clusters on Hyperplane
Question answering Tensorflow Training with Ray	Tensorflow training with distributed hyperparameter tuning on Ray cluster
CIFAR Pytorch Training with Ray	pytorch training with distributed hyperparameter tuning and MLFlow on Ray cluster
Ray Tune with MLFlow	Simple Ray Tune example wth MLFlow Tracking
Ray Tune Bayesian Optimization	A collection of Ray Tune scheduler examples
Speed up inference on large data with DASK	Advance example on speed inference with DASK by preload large model to DASK workers
Triton model prepration	Convert Pytorch Keras sklearn and xgboost model checkpoints for Triton serving
Hyperplane Triton service App	Triton client in a flask APP to be served as a Hyperplane service
Simple pipeline job	A basic pipeline to automate a jupyter notebook with parameterization
GraphQL within jupyter	Submit pipeline jobs using graphql queries within jupyter a notebook

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