An online platform for writing and executing Python code. Offers GPU access and collaborative features.
Colaboratory, also known as Colab, is an online platform that allows users to write and execute Python code in their browser. The platform offers a zero-configuration setup and provides free access to GPUs. Colab is designed to make work easier for students, data scientists, and AI researchers. Users can create interactive Colab notebooks that combine executable code with rich text, images, HTML, LaTeX, and more. These notebooks are stored in the user's Google Drive account, making it easy to share and collaborate with others. Colab also supports popular Python libraries such as numpy and matplotlib for data analysis and visualization. The platform's machine learning capabilities enable users to import image datasets, train classifiers, and evaluate models using Google's powerful hardware, including GPUs and TPUs. Colab is widely used in the machine learning community for tasks like getting started with TensorFlow, developing neural networks, experimenting with TPUs, disseminating AI research, and creating tutorials. The platform provides various resources, including guides, tutorials, and featured examples, to help users navigate and utilize its functionalities effectively. Overall, Colaboratory is a versatile and user-friendly tool for coding, data science, and machine learning tasks.