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The Top 23 Dask Open Source Projects

Open source projects categorized as Dask
Categories > Dask
Dask ⭐ 11,711
Parallel computing with task scheduling
dependent packages 1,116total releases 185most recent commit 3 months agopypi dask} Downloads
Cudf ⭐ 6,936
cuDF - GPU DataFrame Library
dependent packages 3total releases 31most recent commit 3 months ago
Ibis ⭐ 3,404
The flexibility of Python with the scale and performance of modern SQL.
dependent packages 29total releases 68most recent commit 3 months agopypi ibis-framework} Downloads
Xarray ⭐ 3,322
N-D labeled arrays and datasets in Python
dependent packages 1,531total releases 75most recent commit 3 months agopypi xarray} Downloads
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28most recent commit 3 months agopypi stumpy} Downloads
Mars ⭐ 2,664
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dependent packages 1total releases 118most recent commit 4 months agopypi pymars} Downloads
Swifter ⭐ 2,407
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
dependent packages 29total releases 86most recent commit 3 months agopypi swifter} Downloads
Fugue ⭐ 1,821
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
dependent packages 23total releases 125most recent commit 3 months agopypi fugue} Downloads
Distributed ⭐ 1,514
A distributed task scheduler for Dask
dependent packages 427total releases 217most recent commit 3 months agopypi distributed} Downloads
Optimus ⭐ 1,438
🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
total releases 32most recent commit 17 days ago
Eliot ⭐ 1,074
Eliot: the logging system that tells you *why* it happened
dependent packages 20total releases 27most recent commit 2 months agopypi eliot} Downloads
Satpy ⭐ 980
Python package for earth-observing satellite data processing
dependent packages 14total releases 91most recent commit 3 months agopypi satpy} Downloads
Mlforecast ⭐ 635
Scalable machine 🤖 learning for time series forecasting.
dependent packages 3total releases 32most recent commit 3 months agopypi mlforecast} Downloads
Traceml ⭐ 490
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
dependent packages 12total releases 10most recent commit 2 months agopypi pandas-summary} Downloads
Pystore ⭐ 404
Fast data store for Pandas time-series data
dependent packages 1total releases 35most recent commit 2 years agopypi PyStore} Downloads
Dask Sql ⭐ 350
Distributed SQL Engine in Python using Dask
dependent packages 6total releases 39most recent commit 3 months agopypi dask-sql} Downloads
Datacompy ⭐ 339
Pandas and Spark DataFrame comparison for humans and more!
dependent packages 10total releases 20most recent commit 3 months agopypi datacompy} Downloads
Pyresample ⭐ 320
Geospatial image resampling in Python
dependent packages 29total releases 76most recent commit 4 months agopypi pyresample} Downloads
Hypergbm ⭐ 306
A full pipeline AutoML tool for tabular data
dependent packages 1total releases 17most recent commit 4 months agopypi hypergbm} Downloads
Xclim ⭐ 281
Library of derived climate variables, ie climate indicators, based on xarray.
dependent packages 10total releases 65most recent commit 3 months agopypi xclim} Downloads
Nebari ⭐ 255
🪴 Nebari - your open source data science platform
dependent packages 2total releases 23most recent commit 8 days agopypi nebari} Downloads
Paperboy ⭐ 231
A web frontend for scheduling Jupyter notebook reports
total releases 5most recent commit 2 years ago
Dask Jobqueue ⭐ 229
Deploy Dask on job schedulers like PBS, SLURM, and SGE
dependent packages 73total releases 19most recent commit 3 months agopypi dask-jobqueue} Downloads
The 10 Most Depended On Dask Open Source Projects
Xarray ⭐ 3,322
N-D labeled arrays and datasets in Python
dependent packages 1,531total releases 75latest release December 08, 2023most recent commit 3 months agopypi xarray} Downloads
Dask ⭐ 11,711
Parallel computing with task scheduling
dependent packages 1,116total releases 185latest release December 01, 2023most recent commit 3 months agopypi dask} Downloads
Distributed ⭐ 1,514
A distributed task scheduler for Dask
dependent packages 427total releases 217latest release December 01, 2023most recent commit 3 months agopypi distributed} Downloads
Dask Jobqueue ⭐ 229
Deploy Dask on job schedulers like PBS, SLURM, and SGE
dependent packages 73total releases 19latest release July 22, 2021most recent commit 3 months agopypi dask-jobqueue} Downloads
Aicsimageio ⭐ 177
Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Python
dependent packages 41total releases 70latest release November 01, 2023most recent commit 3 months agopypi aicsimageio} Downloads
Ibis ⭐ 3,404
The flexibility of Python with the scale and performance of modern SQL.
dependent packages 29total releases 68latest release December 10, 2023most recent commit 3 months agopypi ibis-framework} Downloads
Pyresample ⭐ 320
Geospatial image resampling in Python
dependent packages 29total releases 76latest release June 22, 2023most recent commit 4 months agopypi pyresample} Downloads
Swifter ⭐ 2,407
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
dependent packages 29total releases 86latest release July 31, 2023most recent commit 3 months agopypi swifter} Downloads
Autoray ⭐ 106
Abstract your array operations.
dependent packages 26total releases 21latest release October 16, 2023most recent commit 4 months agopypi autoray} Downloads
The 10 Latest Releases In Dask Open Source Projects
Ibis ⭐ 3,404
The flexibility of Python with the scale and performance of modern SQL.
dependent packages 29total releases 68latest release December 10, 2023most recent commit 3 months agopypi ibis-framework} Downloads
Xarray ⭐ 3,322
N-D labeled arrays and datasets in Python
dependent packages 1,531total releases 75latest release December 08, 2023most recent commit 3 months agopypi xarray} Downloads
Mlforecast ⭐ 635
Scalable machine 🤖 learning for time series forecasting.
dependent packages 3total releases 32latest release December 07, 2023most recent commit 3 months agopypi mlforecast} Downloads
Distributed ⭐ 1,514
A distributed task scheduler for Dask
dependent packages 427total releases 217latest release December 01, 2023most recent commit 3 months agopypi distributed} Downloads
Dask ⭐ 11,711
Parallel computing with task scheduling
dependent packages 1,116total releases 185latest release December 01, 2023most recent commit 3 months agopypi dask} Downloads
Xarray Beam ⭐ 110
Distributed Xarray with Apache Beam
dependent packages 2total releases 11latest release December 01, 2023most recent commit 5 months agopypi xarray-beam} Downloads
Xclim ⭐ 281
Library of derived climate variables, ie climate indicators, based on xarray.
dependent packages 10total releases 65latest release December 01, 2023most recent commit 3 months agopypi xclim} Downloads
Flox ⭐ 112
Fast & furious GroupBy operations for dask.array
dependent packages 10total releases 40latest release November 30, 2023most recent commit 3 months agopypi flox} Downloads
Satpy ⭐ 980
Python package for earth-observing satellite data processing
dependent packages 14total releases 91latest release November 29, 2023most recent commit 3 months agopypi satpy} Downloads
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