PySurTool · 2023 — 2026

无偿的工具,由衷的帮助。 Tools, given freely. Help, from the heart.

三年里,这套覆盖生存分析、统计分析与机器学习的工具,安静地服务了两三千人次的科研需求:完全免费,数据被安全保护、服务器无任何存档缓存。我从未知晓屏幕那端的使用者是谁,但至少已有数十项同行评审的发表,因它而生。 Over three years, this toolkit — spanning survival analysis, biostatistics, and machine learning — quietly served 2,000–3,000 sessions of research: entirely free, with data protected and nothing ever stored on the server. I never knew who sat on the other side of the screen — yet at least dozens of peer-reviewed publications have quietly been made possible by it.

2023
测试上线
Launched in beta
2,000–3,000
人次科研服务
Sessions of research served
数十项
Dozens+
同行评审发表
Peer-reviewed publications
100%
免费 · 开源
Free & open source

起点The beginning

2023 年,PySurTool 测试上线。没有发布会,也没有宣传,只是悄悄放在了网上。

In 2023, PySurTool quietly went online. No launch event, no publicity — it simply appeared.

同行Together

至今,它已经陪伴了两三千次科研探索。每一次分析背后,都是一个认真提问的人。

Since then, it has quietly supported 2,000–3,000 sessions of research — behind each one, a person asking a careful question.

守护Privacy, by design

这是一项公益服务,也完美做到了数据保密:上传即用,用完即删——连我自己,也从未看见过你的数据。你的原始数据,始终只属于你。

A public service with true privacy: data was processed on the fly and deleted right after use. Even I have never seen it. Your raw data has always been yours alone.

开放Free & open

它始终免费,并且全部的统计程序源码,就公开在页面上——看得见,才信得过。

Always free, with every statistical script open-sourced right on the page. Trust comes from transparency.

这一次,换我说再见。 This time, it's my turn to say goodbye.

服务器与域名的开销,从来都不是负担。真正的挑战,是这份工作的价值常被轻视、贬低,甚至诋毁——最轻的便是:「程序员不值钱,实习生也能做。」却少有人知道,这些代码、尤其是机器学习算法的背后,是当前最前沿的学术探索;它们并非凭空而来,而是源自十五年前我博士阶段的研习与发表——涓滴成河,皆非一日之功。思量再三,我决定让它在这里,体面地停下。

The cost of servers and domains was never the burden. The real challenge is that the value of this work is often dismissed, belittled, and at times even disparaged — the mildest of it being: "programmers are cheap; any intern could do this." Few realize that behind this code, especially the machine learning, stands the frontier of academic inquiry — not conjured from thin air, but rooted in the study and publications of my doctoral years fifteen years ago. Drop by drop, a river forms; none of it was the work of a single day. And so, after much thought, I've decided to let it rest here — with dignity.

「海内存知己,天涯若比邻。」愿你的每一个研究,都有答案。江湖路远,后会有期。

"While a kindred heart remains, the ends of the earth are but next door." May every question you ask find its answer. The rivers and mountains are long — until we meet again.