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substats作者,北京理工大学博士研究生。
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iMac M1 上的新 macOS 强调色(也不算新啦)

2026-01-10 08:00:00

macOS Accent Colors

iMac M1 引入了多种机身配色,macOS 11.3.1+ 在系统中预留了对应的强调色选项,但默认隐藏。通过修改 macOS defaults 配置,可在任意 Mac 上启用这些强调色。

每次都需要去查一下具体配色的配置方法,今天这里简单记录一下。:smile:

Bag of Tricks for Claude Code:克劳德之踩坑记录

2025-12-30 08:00:00

年终这篇就用贯穿 2025 年的 Agentic Coding 工具收尾了 —— Claude Code 🦀

Claude Code Bag of Tricks Banner

Claude Code 是 Anthropic 官方推出的命令行 AI 编程助手。在上下文理解涌现出重要价值的今天,Claude Code 让 AI 自主的进行编程实现逐渐成为可能。

不过,Anthropic 对 🇨🇳 地区的访问限制已是人尽皆知。在国内的互联网环境下,使用起来确实需要一些功夫来配置。本文总结了我这几天的实践经验,将配置第三方 API、切换其他 LLM 模型、设置代理和状态栏等方面的策略 dump 如下,希望对读者有所帮助。

Helpful matplotlib snippets 📈

2025-09-09 08:00:00

matplotlib -- the de-facto library of plotting in Python.

seaborn -- the golden tool for statistical data visualization. Also comes with nice style defaults.

I have found myself using both libraries frequently with some style preferences that I usually adopt when creating plots. For the sake of reproducibility and convenience, I have collected some of these snippets here.

Hooks in PyTorch 🪝

2024-09-30 08:00:00

To quote myself in a most recently yet-to-be-published paper:

💪 The ability of deep neural networks (DNNs) come from extracting and interpreting features from the data provided.

What we call, deep features, are the abstract, latent representations that are naturally derived from the training data fed into the DNN. They reflect a consistent activation or response of a layer/node within the model hierarchy to an input.

![](../images/hooks-in-pytorch/feature-maps.png)
The features from within a pretrained VGG-11 (top) and ResNet-18 (bottom) on layers of different depths visualized.

Spencer's Changelog for 2022 🥫

2023-01-08 08:00:00

It has been a while since my last update. And to be fair, 2022 was a very boring and event-less year for me. Strictlockdowns and quarantines in mainland China made it impossible to do anything and be anywhere. I spent maybe 6 to 8month of the 12 months in 2022 basically stuck at home. So, yeah, what a f*cked up year.

I got tired of open-source 🥲

2022-05-25 08:00:00

Yep, that’s the title

There’s no click-bait. Though I’m at home working remotely, meaning that I have a ton of time to spare, I - at times - feel extremely overwhelmed by the notifications on GitHub. I fear of opening up the notifications tab, and I cannot withstand reading all the issues and PRs that are just collecting dust.