RNN 中常用 tanh 或 ReLU
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依照台灣法規，仲介收取移工服務費有嚴格上限，頭三年的每月最高收費分別為1800元、1700元、1500元。超收、要求「買工費」或直接從薪資扣除皆屬違法。但移工在母國繳交高額仲介費卻是公開的秘密。
One challenge is having enough training data. Another is that the training data needs to be free of contamination. For a model trained up till 1900, there needs to be no information from after 1900 that leaks into the data. Some metadata might have that kind of leakage. While it’s not possible to have zero leakage - there’s a shadow of the future on past data because what we store is a function of what we care about - it’s possible to have a very low level of leakage, sufficient for this to be interesting.