Merlion

Merlion：时间序列机器学习库 目录 1. 简介 2. 与相关库的比较 3. 安装 4. 文档 5. 快速开始 1. 异常检测 2. 预测 6. 评估与基准测试 7. 技术报告与引用 Merlion 简介 Merlion 是一个用于时间序列智能的 Python 库。它提供了一个端到端的机器学习框架，包括加载和转换数据、构建和训练模型、后处理模型输出以及评估模型性能。它支持多种时间序列学习任务，包括单变量和多变量时间序列的预测、异常检测和变点检测。该库旨在为工程师和研究人员提供一站式解决方案，以便针对其特定的时间序列需求快速开发模型，并在多个时间序列数据集上对其进行基准测试。...

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Adversarial attacks, wherein slight inputs are carefully crafted to mislead intelligent models, have attracted increasing attention. However, a critical gap persists between theoretical advancements and practical application, particularly in structured data like network traffic, where...