swifter
Function applicator
A package to efficiently apply functions to pandas dataframes or series in the fastest available manner
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
3k stars
30 watching
101 forks
Language: Python
last commit: 11 months ago
Linked from 2 awesome lists
daskmodinpandaspandas-dataframeparallel-computingparallelization
krzjoa/awesome-python-data-science
vihar/awesome-oss-saasRelated projects:
| Repository | Description | Stars |
|---|---|---|
 kanaries/pygwalker | A Python library that enables interactive data analysis and visualization using an open-source alternative to Tableau. | 13,533 |
 adamerose/pandasgui | A GUI tool for visualizing and analyzing Pandas DataFrames | 3,204 |
 modin-project/modin | A drop-in replacement for pandas that scales Pandas workflows to use multiple cores | 9,942 |
 pandas-dev/pandas | A powerful data analysis toolkit for Python that provides flexible and expressive data structures for efficient data manipulation and analysis. | 44,052 |
 jupyterlab/jupyterlab | An extensible environment for interactive and reproducible computing using the Jupyter Notebook architecture | 14,263 |
 pydata/pandas-datareader | Extracts data from various internet sources into a pandas DataFrame | 2,982 |
 pycaret/pycaret | An automation tool for machine learning workflows in Python | 9,026 |
 pypa/pip | A package installer for Python that simplifies the process of managing dependencies and installing packages. | 9,569 |
 ronaldoussoren/py2app | A tool to create standalone application bundles from Python scripts on macOS. | 362 |
 ploomber/ploomber | A platform for building and deploying data pipelines using Python, with features for caching, automation, and modularization. | 3,530 |
 joerick/pyinstrument | A Python profiler tool used to identify and optimize slow parts of code. | 6,727 |
 jupyterhub/repo2docker-action | Automatically builds and deploys data science environments to Docker registries from GitHub repositories | 143 |
 vaexio/vaex | A high-performance Python library for streaming and exploring large tabular datasets. | 8,315 |
 panda-re/panda | An open-source platform for analyzing and debugging complex software systems | 2,507 |
| jupyterhub/jupyterhub | A multi-user server for Jupyter notebooks that enables multiple users to access and manage shared notebook servers. | 7,844 |