Use Cases

General Python

• Parallel Python

• Hello world

• Estimating Pi

• How Popular is Matplotlib?

Geospatial

• Analyzing the National Water Model with Xarray

• Processing 250 TB of Cloud Data with Xarray

• Processing Terabyte-Scale NASA Cloud Datasets

Machine Learning

• Model Tuning with XGBoost + Optuna + Dask

• Model Tuning at Scale with XGBoost + Optuna + Dask

• Train a PyTorch Model on a GPU

• Train and Tune a PyTorch Model on a GPU with Optuna + Dask

• Model Training with scikit-learn

DataFrames

• Visualize a billion points with Datashader

• SQL Aggregations with DuckDB

• Parallel Serverless Functions at Scale

Production Workflows

• Prefect

• Github Actions

• Dagster

• Django

previous

Get Help

next

General Python