Bokeh 2.3.3 [upd] 〈FULL — 2026〉

| Feature / Consideration | Bokeh 2.3.3 | Bokeh 3.x+ | |-------------------------------|--------------------------------------------------|------------------------------------------------| | | 3.6 – 3.9 (3.10 experimental) | 3.8 – 3.11+ | | API stability | Frozen, no changes | Evolving (removals up to 3.4) | | New features | No | Yes (e.g., Vega themes, better TypeScript) | | Long-term support | Community, no official LTS | Active development | | Legacy code compatibility | Excellent | May require refactoring (layouts, tools) | | Security patches | No new patches | Regular |

By following this guide, you'll be well on your way to creating stunning visualizations with Bokeh 2.3.3. Happy visualizing! bokeh 2.3.3

for interactions that don't require a Python server, allowing your plots to remain interactive even as standalone HTML files. Integration : Seamlessly works with Jupyter Notebooks by calling output_notebook() Bokeh documentation ⚠️ Version-Specific Warnings Python Compatibility | Feature / Consideration | Bokeh 2

from bokeh.layouts import column from bokeh.models import Slider, CustomJS, ColumnDataSource from bokeh.plotting import figure, show Integration : Seamlessly works with Jupyter Notebooks by