32 Open source projects that are alternatives of or similar to dask-ec2

Deprecated, please use https://github.com/jcrist/skein or https://github.com/dask/dask-yarn instead

A full pipeline AutoML tool for tabular data

SQL on dataframes - pandas and dask

Fast & furious GroupBy operations for dask.array

Read and write rasters in parallel using Rasterio and Dask

Gaia is a geospatial analysis library jointly developed by Kitware and Epidemico.

Php ile uavt adres kodu botu

MadPy Dask talk materials

A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.

A library for managing, validating, summarizing, and visualizing data.

A use case of a reproducible machine learning pipeline using Dask, DVC, and MLflow.

Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️

Machine Learning Operator & Controller for Kubernetes

Native Dask collection for awkward arrays, and the library to use it.

🎛 Distributed machine learning made simple.

dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.

🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)

Scalable machine 🤖 learning for time series forecasting.

Python client for using Prefect Cloud with Saturn Cloud

Radio Astronomy Algorithms Library

Reproducibility for Humans: A lightweight tool to perform reproducible machine learning experiment.

Distributed SQL Engine in Python using Dask

Distributed Xarray with Apache Beam

🪴 Nebari - your open source data science platform

Notebooks that support blog posts and tech talks on Dask / Coiled.

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

⚡️ An efficient cache for the execution of dask graphs.

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

N-D labeled arrays and datasets in Python

STUMPY is a powerful and scalable Python library for modern time series analysis

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

Parallel computing with task scheduling