Technology Radar
Published : Apr 26, 2023
NOT ON THE CURRENT EDITION
This blip is not on the current edition of the Radar. If it was on one of the last few editions, it is likely that it is still relevant. If the blip is older, it might no longer be relevant and our assessment might be different today. Unfortunately, we simply don't have the bandwidth to continuously review blips from previous editions of the Radar.
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Apr 2023
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Evidently 是一个开源的 Python 工具，旨在帮助构建对机器学习模型的监控，以确保它们的质量和在生产环境运行的稳定性。它可以用于模型生命周期的多个阶段：作为 notebook 中检查模型的仪表板，作为 pipeline 的一部分，或者作为部署后的监控。Evidently 特别关注模型漂移，同时也提供了模型质量检查、数据质量检查和目标漂变监测等功能。此外，它还提供了多种内置的指标、可视化图形和测试，可以轻松地放入报告、仪表板或测试驱动的 pipeline 中。
