化屋村原名“化屋基”,意为“悬崖下的村寨”,曾是一个被险峻山崖隔绝的偏远贫困山村。党的十八大以来,在精准脱贫政策推动下,化屋村迎来跨越式发展,2019年底贫困人口清零,苗寨旧貌换新颜。
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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.