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The Top 23 Pandas Dask Open Source Projects

Open source projects categorized as Pandas 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
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 3 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
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
Datacompy ⭐ 339
Pandas and Spark DataFrame comparison for humans and more!
dependent packages 10total releases 20most recent commit 3 months agopypi datacompy} Downloads
Python Big Data ⭐ 124
Python and Pandas are known to have issues around scalability and efficiency. You will learn how to use libraries such as Modin, Dask, Ray, Vaex etc to overcome the problems faced by Pandas.
most recent commit 3 months ago
Timeeval ⭐ 68
Evaluation Tool for Anomaly Detection Algorithms on Time Series
most recent commit a month ago
Lens ⭐ 67
Summarise and explore Pandas DataFrames
total releases 4most recent commit 4 years ago
Framequery ⭐ 59
SQL on dataframes - pandas and dask
total releases 2most recent commit 6 years ago
Learn Data Munging ⭐ 37
Notes on Data Engineering with Pandas, PySpark, Dask, Ray, Arrow DataFusion, Polars etc.
most recent commit 3 months ago
Dask Scaling Dataframe ⭐ 36
Python and Dask: Scaling the Dataframe
most recent commit 3 years ago
Bytehub ⭐ 22
ByteHub: making feature stores simple
most recent commit 3 years ago
Awesome Pandas Alternatives ⭐ 19
Awesome list of alternative dataframe libraries in Python.
most recent commit a year ago
Stemgraphic ⭐ 14
stemgraphic python package for visualization of data and text
most recent commit 3 years ago
Dcos Jupyterlab Service ⭐ 11
JupyterLab Notebook for Mesosphere DC/OS
most recent commit 5 years ago
Portfolio ⭐ 11
Self-taught data analyst.
most recent commit 7 months ago
Pywrangler ⭐ 11
Advanced data wrangling for python
most recent commit 7 months ago
Psweep ⭐ 10
Loop like a pro, make parameter studies fun.
total releases 19most recent commit 3 months ago
The 10 Most Depended On Pandas 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
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
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
Traceml ⭐ 490
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
dependent packages 12total releases 10latest release November 25, 2021most recent commit 2 months agopypi pandas-summary} Downloads
Datacompy ⭐ 339
Pandas and Spark DataFrame comparison for humans and more!
dependent packages 10total releases 20latest release November 15, 2023most recent commit 3 months agopypi datacompy} Downloads
Cudf ⭐ 6,936
cuDF - GPU DataFrame Library
dependent packages 3total releases 31latest release October 12, 2023most recent commit 3 months ago
Pystore ⭐ 404
Fast data store for Pandas time-series data
dependent packages 1total releases 35latest release February 11, 2022most recent commit 2 years agopypi PyStore} Downloads
Frankenfit ⭐ 7
A Python library for creating, fitting, and applying predictive data modeling pipelines.
dependent packages 1total releases 5latest release February 10, 2023most recent commit a year agopypi frankenfit} Downloads
The 10 Latest Releases In Pandas 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
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
Psweep ⭐ 10
Loop like a pro, make parameter studies fun.
total releases 19latest release November 23, 2023most recent commit 3 months ago
Datacompy ⭐ 339
Pandas and Spark DataFrame comparison for humans and more!
dependent packages 10total releases 20latest release November 15, 2023most recent commit 3 months agopypi datacompy} Downloads
Cudf ⭐ 6,936
cuDF - GPU DataFrame Library
dependent packages 3total releases 31latest release October 12, 2023most recent commit 3 months ago
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
Frankenfit ⭐ 7
A Python library for creating, fitting, and applying predictive data modeling pipelines.
dependent packages 1total releases 5latest release February 10, 2023most recent commit a year agopypi frankenfit} Downloads
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