CoCalc

What is CoCalc?

CoCalc is a powerful, collaborative platform designed for real-time calculation and data science. Whether you're working on Jupyter Notebooks, LaTeX documents, or Linux terminals, CoCalc brings everything together in one place. It’s a commercial alternative to JupyterHub and offers powerful compute servers with optional GPUs for enhanced performance.

What are the features of CoCalc?

• Real-time Collaboration

  Work seamlessly with colleagues on Jupyter Notebooks, LaTeX, and more.
• Powerful Compute Servers

  Access GPUs like H100, A100, and L40 for heavy computations.
• Pre-configured Software

  Includes Python, SageMath, R, Julia, PyTorch, and TensorFlow.
• Generative AI Integration

  Use ChatGPT for code generation, error fixing, and document summarization.
• Course Management

  Perfect for teaching with NBGrader and real-time collaboration tools.

What are the use cases of CoCalc?

• Data Science Projects

  Run Jupyter Notebooks and R Studio with ease.
• Academic Research

  Collaborate on LaTeX documents and SageMath worksheets.
• AI Development

  Utilize PyTorch and TensorFlow with GPU support.
• Teaching

  Manage courses with automated grading and real-time feedback.

How to use CoCalc?

• Sign Up

  Create an account and start a trial project.
• Select a Template

  Choose from GPU or CPU templates based on your needs.
• Collaborate

  Invite colleagues to work on shared projects.
• Upgrade

  Purchase a license to unlock internet access and GPU resources.