jmcarpenter2 / swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
☆2,541Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for swifter
- A simple and efficient tool to parallelize Pandas operations on all available CPUs☆3,686Updated 4 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,293Updated last month
- Modin: Scale your Pandas workflows by changing a single line of code☆9,898Updated last month
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,299Updated last month
- Voilà turns Jupyter notebooks into standalone web applications☆5,465Updated 2 weeks ago
- HiPlot makes understanding high dimensional data easy☆2,756Updated 10 months ago
- Prepping tables for machine learning☆1,218Updated this week
- Feature engineering package with sklearn like functionality☆1,927Updated last week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,758Updated 2 years ago
- Dask tutorial☆1,832Updated last year
- Scalable Machine Learning with Dask☆902Updated 3 months ago
- A Python package for manipulating 2-dimensional tabular data structures☆1,818Updated 3 weeks ago
- A light-weight, flexible, and expressive statistical data testing library☆3,401Updated this week
- Extra blocks for scikit-learn pipelines.☆1,278Updated this week
- A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews☆1,137Updated last week
- Intake is a lightweight package for finding, investigating, loading and disseminating data.☆1,013Updated last week
- sqldf for pandas☆1,342Updated 3 months ago
- bamboolib - a GUI for pandas DataFrames☆939Updated 9 months ago
- Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.☆2,068Updated 4 months ago
- Tools for diffing and merging of Jupyter notebooks.☆2,677Updated last month
- A library of sklearn compatible categorical variable encoders☆2,410Updated last month
- Clean APIs for data cleaning. Python implementation of R package Janitor☆1,364Updated this week
- Easy pipelines for pandas DataFrames.☆716Updated 2 weeks ago
- A scikit-learn compatible neural network library that wraps PyTorch☆5,884Updated 2 weeks ago
- An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks☆3,043Updated 10 months ago
- Parallel computing with task scheduling☆12,604Updated this week
- 📚 Parameterize, execute, and analyze notebooks☆5,977Updated last month
- Missing data visualization module for Python.☆3,963Updated 6 months ago
- Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark☆1,481Updated this week
- Sequential model-based optimization with a `scipy.optimize` interface☆2,744Updated 8 months ago