
Marimo is an open-source, reactive Python notebook platform, positioned as a modern evolution of Jupyter Notebook, focused on providing reproducible, interactive data science and machine learning development environments.
Marimo uses a reactive programming model that automatically manages cell execution order and variable state, solving the manual execution-order management issue in Jupyter, and stores notebooks as plain Python files, making version control and deployment easier.
Marimo is an open-source project and can be freely installed locally. It also offers a free cloud service called molab for creating, running, and sharing notebooks.
Run the command `marimo convert notebook.ipynb > notebook.py` to convert a Jupyter notebook to marimo's Python file format.
Suitable for data scientists, machine learning engineers, researchers, educators, and any developers and teams who need highly reproducible, interactive Python programming environments.
Notebooks can be shared directly via the molab cloud service, or by using its GitHub integration to generate share badges; community users can also publish notebooks to the online gallery.
Marimo offers an AI-native programming experience, supporting AI-generated notebooks and integrating AI assistants such as GitHub Copilot to enhance development efficiency.

Tiimo is a visual planning app designed for ADHD and neurodiverse individuals. With AI-assisted features and an intuitive timeline, it helps users improve executive function, manage daily tasks, and reduce anxiety.

Gradio is an open-source Python library that helps developers quickly build interactive web interfaces for machine learning models, making it easier to demonstrate, test, and share, and lowering the barriers to AI application development.