Learn the NumPy trick for generating synthetic data that actually behaves like real data.
这项由加州大学河畔分校地球与行星科学系领导,联合多家印尼顶尖科研机构完成的研究发表于2025年1月的arXiv预印本服务器(论文编号:2601.12029v1),有兴趣深入了解的读者可以通过该编号查询完整论文。
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摩根大通AWM(财富与资产管理)负责人Mary Callahan Erdoes就要求全体员工都必须接受Python培训,且是作为长期开展的培训项目(Long-Standing use of Training)。
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下图展示了一个有趣的现象:在法国斗牛犬的图像上添加一小块对抗性补丁后,VGG分类器竟然以极高的置信度将其判定为足球。Grad-CAM可视化清楚地显示,模型的注意力完全从狗身上转移到了那块补丁——一个精心构造的小扰动就足以劫持整个决策过程。
To help professionals build these capabilities, we have curated a list of the best applied AI and data science courses.
前阵子参加一个军工所的测试设备研讨会,有位干了二十年的老工程师跟我抱怨,说他们单位用LabVIEW开发的测试系统,最近因为许可证问题搞得焦头烂额。国外厂商的商务条款越来越苛刻,技术支持响应慢不说,价格还年年涨。这事儿不是孤例,2026年了,从航空航天到汽车电子,从兵器装备到工业控制,越来越多的单位开始认真考虑:要是哪天LabVIEW真用不了了,我们该怎么办?
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