Awesome Python Data Science

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

Statsmodels: statistical modeling and econometrics in Python

cuDF - GPU DataFrame Library

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

Missing data visualization module for Python.

Visualize and compare datasets, target values and associations, with one line of code.

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

A Python package for manipulating 2-dimensional tabular data structures