Overview of CoCalc features

Enhance your Projects with Compute Servers. Read more in the Compute Server documentation.

We provide a CoCalc specific version of Jupyter notebooks with real-time collaboration, chat, and high precision edit history. Explore in more detail in the documentation.

CoCalc's $\LaTeX$ editor can help you be a more productive author online. Check out its documentation.

CoCalc extensively integrates with AI language models, including OpenAI's ChatGPT, Google's Gemini,Anthropic's Claude, and Mistral. It participates in a Chatroom as a bot, helps you understand your code, deciphers error messages in Jupyter notebooks or generates code or even an entire file for you.

CoCalc's collaborative whiteboard and slides documents help you visualizing your ideas on an infinite canvas or on finite slides for a presentation. Jupyter code cells make it possible to embed calculations and plots, write mathematics using LaTeX, and more.

Use Jupyter notebooks with the R kernel, the R command line, X11 graphics, $\LaTeX$ with Knitr and RMarkdown, and more. Many R packages are included in CoCalc!

SageMath is very well supported in CoCalc, because William Stein, who started SageMath, also started CoCalc. Many versions of Sage are preinstalled and there is excellent integration with $\LaTeX$.

Run GNU Octave on CoCalc – the syntax is largely compatible with MATLAB^®. Use Jupyter notebooks, write programs, and display X11 graphics. Many Octave packages are included in CoCalc!

Use Python in CoCalc for data science, statistics, mathematics, physics, machine learning. Many Python packages are included in CoCalc!

Use Julia on CoCalc with Pluto and Jupyter notebooks. Edit Julia code and run it in a terminal or notebook. Teach classes using nbgrader with the Julia kernel. Many Julia packages are included in CoCalc!

Work in a collaborative remote Linux shell. Read more in our documentation.

Use a collaborative online Linux terminal, edit and run Bash scripts, or work in a Jupyter Notebooks running the Bash kernel.

Organize and teach a course and automatically grade Jupyter notebooks. Read more in the instructor guide.

Run graphical applications in CoCalc's remote virtual desktop environment. Read more in the X11 documentation.

Programmatically control CoCalc from your own server. Embed CoCalc within other products with a customized external look and feel.

Use Sage Worksheets, Course management, Task management, Chat, and more...