How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.
Bokeh is a Python data visualization library and interactive plotting framework used to create high-performance graphics and data dashboards that render in web browsers. It serves as a tool for generating standalone HTML documents, embedded components for digital notebooks, and full-stack web applications powered by a Python backend. The project distinguishes itself through its ability to handle large or streaming datasets while maintaining smooth interactivity. It enables linked brushing across multiple views, allowing data selected in one plot to automatically highlight corresponding data i
Yellowbrick is a machine learning visualization library and model diagnostic tool designed to analyze feature importance, target distributions, and model error metrics. It serves as a visual toolkit for diagnosing underfitting and overfitting through the use of validation and learning curves. The project provides specialized suites for evaluating predictive models and unsupervised learning. It enables the determination of optimal cluster counts via elbow methods and silhouette coefficients, and assesses classifier and regressor quality through ROC curves, confusion matrices, and residual plot
Next-gen fast plotting library running on WGPU using the pygfx rendering engine
:zap: Fast scatter density plots for Matplotlib :zap:
:zap: Fast 1D and 2D histogram functions in Python :zap:
The main features of astrofrog/fast-histogram are: Visualization.
Projects with overlapping indexed features include: bokeh/bokeh — Bokeh is a Python data visualization library and interactive plotting framework used to create high-performance… districtdatalabs/yellowbrick — Yellowbrick is a machine learning visualization library and model diagnostic tool designed to analyze feature… fastplotlib/fastplotlib — Next-gen fast plotting library running on WGPU using the pygfx rendering engine. flekschas/jupyter-scatter — Interactive 2D scatter plot widget for Jupyter Lab and Notebook. Scales to millions of points! has2k1/plotnine — Plotnine is a data visualization library for Python based on the Grammar of Graphics. It serves as a declarative… astrofrog/mpl-scatter-density — :zap: Fast scatter density plots for Matplotlib :zap:.