A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

artificial-intelligence dag data-science data-visualization dataflow developer-tools machine-learning notebooks pipeline python reactive sql web-app
62 Open Issues Need Help Last updated: Jul 1, 2026

Open Issues Need Help

View All on GitHub
enhancement good first issue good first issue (typescript) needs discussion

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug good first issue good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug help wanted good first issue (typescript) upstream

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug good first issue good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
GUI Event Loop integration about 2 months ago
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug help wanted good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue api-change

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
documentation help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug help wanted cannot reproduce

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

AI Summary: The user requests a feature for the `ui.file_browser` element to hide the folder display. This is desired specifically when `restrict_navigation=True` is set, or alternatively, through a new `hide_folder` parameter. The goal is to simplify the UI by removing the folder view in certain restricted contexts.

Complexity: 2/5
enhancement good first issue good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug good first issue help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
good first issue help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug good first issue

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
bug good first issue help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
good first issue

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app
enhancement good first issue

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

AI Summary: Implement support for editing GitHub Gists within the `marimo edit` command, mirroring the functionality of `uv run` for Gists. This includes handling standard GitHub Gists and potentially extending support to GitHub Enterprise Gists.

Complexity: 4/5
good first issue

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

AI Summary: Debug a PyTorch Lightning progress bar issue within the Marimo reactive notebook environment. The progress bar displays incorrectly during the validation phase of a CIFAR-10 training loop, showing overlapping entries and inconsistent formatting. The task involves analyzing the provided code, identifying the root cause of the progress bar malfunction within the Marimo framework, and potentially proposing a solution or workaround.

Complexity: 4/5
bug good first issue

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

AI Summary: Implement a `-f` or `--force` flag for the `marimo export` command to allow overwriting existing files without prompting the user for confirmation.

Complexity: 2/5
enhancement good first issue help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

AI Summary: Improve the user experience of the Marimo AI completion feature by automatically placing the cursor in the AI completion box when the user clicks on it. This involves modifying the existing code to detect clicks on the AI completion box and programmatically set the cursor focus within that box.

Complexity: 3/5
bug good first issue good first issue (typescript)

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app

AI Summary: Implement Microsoft Entra ID authentication for Azure OpenAI within the Marimo Python notebook environment, allowing users to customize the authentication flow by specifying the audience and scope. This involves adding configuration options to the Marimo settings and modifying the authentication code to handle these custom parameters.

Complexity: 4/5
enhancement help wanted

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Python
#artificial-intelligence#dag#data-science#data-visualization#dataflow#developer-tools#machine-learning#notebooks#pipeline#python#reactive#sql#web-app