👉 The Expect project is an open-source initiative aimed at creating a robust and flexible framework for building and deploying machine learning models, particularly focusing on natural language processing (NLP) tasks. It provides a comprehensive set of tools and libraries to streamline the end-to-end machine learning workflow, from data preprocessing and model training to deployment and monitoring. Expect emphasizes modularity, allowing developers to integrate various components like transformers, neural architectures, and evaluation metrics seamlessly. This makes it easier to experiment with different models and techniques, fostering innovation in NLP applications while ensuring scalability and maintainability.
