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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mljar-supervised 是一个 AutoML Python 包，协助理解和解释表格式数据。我们的数据科学团队很喜欢它，并已开始使用它进行自动探索性数据分析。为了找到最佳模型它抽象了如下常用方法：预处理数据、构建机器学习（ML）模型和执行超参数调整。可解释性和透明度是重要的原则，而这正是 mljar-supervised 的亮点。它会为每个 ML 模型都生成一个详细的 Markdown 报告，让你清晰地看到 ML 管道是如何构建的。这绝对是一个有趣的 AutoML 包，值得你在 ML 需求中尝试。
