jmcarpenter2 / swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
☆2,534Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for swifter
- A simple and efficient tool to parallelize Pandas operations on all available CPUs☆3,679Updated 4 months ago
- A Python package for manipulating 2-dimensional tabular data structures☆1,817Updated 2 weeks ago
- Clean APIs for data cleaning. Python implementation of R package Janitor☆1,357Updated this week
- Extra blocks for scikit-learn pipelines.☆1,271Updated this week
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,290Updated last month
- Modin: Scale your Pandas workflows by changing a single line of code☆9,875Updated last month
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,291Updated last month
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,758Updated 2 years ago
- Missing data visualization module for Python.☆3,952Updated 5 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆4,901Updated this week
- A light-weight, flexible, and expressive statistical data testing library☆3,364Updated last week
- Predictive Power Score (PPS) in Python☆1,115Updated 8 months ago
- Bokeh Plotting Backend for Pandas and GeoPandas☆879Updated 6 months ago
- Voilà turns Jupyter notebooks into standalone web applications☆5,453Updated this week
- 📚 Parameterize, execute, and analyze notebooks☆5,962Updated last month
- A python library for decision tree visualization and model interpretation.☆2,957Updated 2 months ago
- Feature engineering package with sklearn like functionality☆1,913Updated this week
- A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews☆1,128Updated this week
- Statistical package in Python based on Pandas☆1,625Updated 3 weeks ago
- An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks☆3,040Updated 9 months ago
- bamboolib - a GUI for pandas DataFrames☆939Updated 8 months ago
- Hyper-parameter optimization for sklearn☆1,587Updated 4 months ago
- Dask tutorial☆1,831Updated 11 months ago
- Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation☆3,046Updated 3 weeks ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,745Updated 8 months ago
- A library of sklearn compatible categorical variable encoders☆2,410Updated last month
- Pandas DataFrames as Interactive DataTables☆795Updated this week
- Scalable Machine Learning with Dask☆900Updated 3 months ago
- Visualizer for pandas data structures☆4,768Updated 2 weeks ago
- With Holoviews, your data visualizes itself.☆2,698Updated this week