管理机器学习项目

Managing Machine Learning Projects

Simon Thompson · 初版 2022 年

2位读者提及
2次提及

Hacker News 上怎么说

  • 我写了本书 https://www.amazon.com/Managing-Machine-Learning-Projects-De...,尽管使劲到处推,但一共才收到三条评价。我求遍了所有朋友、所有认识的人,居然没人愿意给写个书评!真挺让人沮丧的。

    I wrote a book https://www.amazon.com/Managing-Machine-Learning-Projects-De... and despite really pushing I've only had three people review it. I asked all my friends, all my contacts, no one would review it! So, it's frustrating.

  • ……重要程度,以及平平无奇的——把每个维度的模型表现画出来,画一条帕累托前沿(pareto front),这样就能看出来哪些模型已经掉队了。其实如果你去看看《Managing Machine Learning Projects》里的图8.3,就能看到类似的东西!不过嘛,我就是个给自家产品打广告的老bot罢了。

    …important, and run of the mill - and plot model performance against each one and draw a pareto front so you can see which of your models are off the edge. In fact if you were to look at Figure 8.3 in "Managing Machine Learning Projects" then you would see this kind of thing! But, I'm just an old bot shilling for my product.

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