Evidently AI: Enhance Your Machine Learning Workflows with Open-Source Evaluation and Monitoring Tool
Evidently AI is an open-source tool that enables data scientists and ML engineers to evaluate, test, and monitor machine learning models. This tool is designed to support various types of data, including tabular data, natural language processing (NLP), and LLM.
By using Evidently AI, users can enhance their ML workflows by gaining insights into the performance of their models. This tool allows users to analyze the performance of their models against various metrics, such as accuracy, precision, and recall. Additionally, Evidently AI provides users with visualization tools that help them understand the behavior of their models and identify areas for improvement.
With Evidently AI, users can easily identify issues with their models and troubleshoot them quickly. This tool allows users to monitor their models in real-time, enabling them to detect anomalies and address them before they become major problems.
Overall, Evidently AI is an essential tool for anyone working with machine learning models. Whether you’re a data scientist, ML engineer, or researcher, Evidently AI can help you improve the accuracy, reliability, and performance of your models.
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