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马上就要到 2021 年的 4 月 15 日了:这是很多美国学校给学生做出是否接受 offer 决定的 deadline,也算是预示着繁忙的申请季的初步结束。雁过留痕,在我两三年来的凶猛操作接近尾声的时候,我也应该记录点什么。我在文章后面附带了对之后的同学们申请有参考价值的信息,但是,我写这篇文章的本意并不是想写一个经验贴教别人做事。我只是想把这段经历写成一个故事,给别人看,也给自己看。

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Core ML offers a great way for conducting machine learning on Apple devices. Developers could download existing Core ML models from various sources such as here or train a model from various templates in CreateML. For more flexibility, they could also train a model with other frameworks and convert it to Core ML. This article records my experiment on conducting on-device semantic segmentation by converting a Keras model to Core ML.

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Python has made life extremely easy for developers and data scientists, at least most of the time. One exception that ruins their life is dealing with Python versions. There would sometimes be lots of Pythons existing on a Mac at the same time. Where are they from? Are they provided by Apple? Which one am I using? Where did the packages I installed go? This article would give some insights into those questions.

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《Designed by Apple in California》 是 Apple 在 2016 年推出的一本设计图册。这是一本几乎没有文字的书,但其中精心拍摄的产品图片记录着 Apple 从 1998 年到 2015 年的历史,也记录着站在这些产品背后的人。推出之始,这本书的价格对我来说无疑劝退,但当四年之后它濒临售罄时,我终于再度想起了它,并通过日本的代购让其中的一本远渡重洋,来到了我的手中。

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在 20 岁临近末尾的时候,我的生活发生了最令人激动的变化之一:我决定打破中规中矩的本科生活,选择用延迟毕业一年的代价,参加一次在德国的学期交换以及一次美国的访问学者项目。大约 5 个月后,我出现在凌晨的慕尼黑机场里,来回踱步以化解困意。那是我保持相对清醒最长的一次,也是我觉得最能概括我游学经历的一天。

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Time series analysis focus on the analysis of random variable sequences. In this article, I would briefly review the basic definitions and properties of time series, the typical models, and the prediction of time series. The concepts and formulas are from Applicational Time Series Analysis by Shuyuan He, published by Peking University Express.

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