Artificial intelligence (AI) is quickly becoming a key component of data-driven systems, with chatbots and natural language processing (NLP) models being among the most popular applications. At the forefront of this trend is ChatGPT, an open-source AI platform developed by Google. To help users better understand the various protocols and technologies related to AI, ChatGPT was asked which are the top four AI protocols that everyone should know.
The AI provided the following protocols: TensorFlow, PyTorch, ONNX, and Keras. Each of these are open-source machine learning frameworks that are commonly used for various applications.
TensorFlow is a Google-developed platform that facilitates machine learning models and deployment. It offers a wide range of tools, libraries, and resources for developing AI applications. PyTorch, developed by Facebook’s Meta, is an open source machine learning framework designed to accelerate the process from research to production. PyTorch is well supported on the major cloud platforms and includes features such as distributed training and performance optimization.
ONNX is an intermediary machine learning framework that is used to convert between various ML frameworks. With ONNX, models can be rapidly converted from one format to another. Finally, Keras is a high-level, deep learning API developed by Google. It is written in the comprehensive programming language Python and has a wide range of features to help developers quickly create neural networks.
The impact of the aforementioned AI protocols on the cryptocurrency space is big. While none of the protocols above is specifically related to the cryptocurrency sector, they are commonly used by companies that are active in the space. For individuals who are interested in working with and understanding cryptocurrency technology, familiarizing themselves with the top four core AI protocols is essential.
