让 AI 帮忙写数据分析，marimo 可以直接把内存里的数据表当上下文，不必先复制进聊天框。笔记本存成 Python 文件，也方便看代码差异。
Apache-2.0 开源。耗时计算记得切懒执行模式，否则改上游单元格，会自动重跑依赖它的计算。
marimo-team/marimo t.co
2 likes · 83 views
Keeping AI-assisted analysis reproducible? marimo saves notebooks as Python and reruns dependent cells. Its AI assistant can use dataframe context. Bring a model provider, review generated code, and use lazy mode for costly cells.
marimo-team/marimo
7 views
🌱 marimo｜让 Python 笔记动起来
① 改变量，依赖单元自动更新
② 滑块联动图表，SQL 查询数据
③ 存为 .py，可运行成脚本或应用
学习：跑教程 → 改滑块 → 做看板。
安装：pip install marimo
入门：marimo tutorial intro
需Python基础；Apache-2.0。
marimo-team/marimo
图：官方 README t.co
9 views
You can self-host marimohub (BYO compute, object storage, auth, managed AI, etc)
marimo-team/marimohub
Repo link: marimo-team/marimo
Runs 100% locally — nothing uploads. What paid tool should I replace next?
Stop Paying $432.00 for Hex Professional — This Free GitHub Repo Replaces It
Hex Professional costs $432.00 a year per user. marimo is free, open source, and runs entirely on your own machine.
marimo has 23,285 stars on GitHub and is licensed under Apache-2.0. Your data never leaves your own machine — nothing gets uploaded to anyone's cloud.
⭐ Repo: marimo-team/marimo
🌐 Site: marimo.io
── SYSTEM REQUIREMENTS ──
Windows: Windows with Python (pip install marimo or uv add marimo) · Not stated; lightweight, depends on your data · Python 3.10 or newer, pip install marimo, then marimo edit
macOS: macOS with Python (pip install marimo or uv add marimo) · Not stated; lightweight, depends on your data · Python 3.10 or newer, pip install marimo, then marimo edit
── WHAT YOU GET ──
• REACTIVE CELLS
• SQL CELLS
• INTERACTIVE UI
• APPS AND SCRIPTS
• GIT FRIENDLY
I post free open-source replacements for paid software every single day. If you're tired of subscriptions eating your budget, subscribe — there's a new one tomorrow.
Searching for: marimo notebook tutorial, marimo vs jupyter, hex alternative free, reactive python notebook, marimo sql cells, python notebook to web app
#Shorts #marimo #OpenSource #SelfHosted
Pricing shown is Hex Professional plan at $36 per editor per month ($432 a year per editor), checked 2026-10-21. Prices change — verify before you buy.
1 comment · 4 views
Python 笔记本改了参数，还得手动重跑？📊
marimo 按依赖关系自动更新结果，也能把分析笔记变成交互应用。🐍
marimo-team/marimo
#Python #浇朋友 #蓝朋友 #互关 #fo
2 likes · 75 views
Automatically reruns the affected parts of a Python notebook when code changes, keeping charts and results in sync without manually rerunning every step.
marimo-team/marimo t.co
1 like · 12 views
Mentions
让 AI 帮忙写数据分析，marimo 可以直接把内存里的数据表当上下文，不必先复制进聊天框。笔记本存成 Python 文件，也方便看代码差异。 Apache-2.0 开源。耗时计算记得切懒执行模式，否则改上游单元格，会自动重跑依赖它的计算。 marimo-team/marimo t.co
Keeping AI-assisted analysis reproducible? marimo saves notebooks as Python and reruns dependent cells. Its AI assistant can use dataframe context. Bring a model provider, review generated code, and use lazy mode for costly cells. marimo-team/marimo
🌱 marimo｜让 Python 笔记动起来 ① 改变量，依赖单元自动更新 ② 滑块联动图表，SQL 查询数据 ③ 存为 .py，可运行成脚本或应用 学习：跑教程 → 改滑块 → 做看板。 安装：pip install marimo 入门：marimo tutorial intro 需Python基础；Apache-2.0。 marimo-team/marimo 图：官方 README t.co
You can self-host marimohub (BYO compute, object storage, auth, managed AI, etc) marimo-team/marimohub
Repo link: marimo-team/marimo Runs 100% locally — nothing uploads. What paid tool should I replace next?
Stop Paying $432.00 for Hex Professional — This Free GitHub Repo Replaces It Hex Professional costs $432.00 a year per user. marimo is free, open source, and runs entirely on your own machine. marimo has 23,285 stars on GitHub and is licensed under Apache-2.0. Your data never leaves your own machine — nothing gets uploaded to anyone's cloud. ⭐ Repo: marimo-team/marimo 🌐 Site: marimo.io ── SYSTEM REQUIREMENTS ── Windows: Windows with Python (pip install marimo or uv add marimo) · Not stated; lightweight, depends on your data · Python 3.10 or newer, pip install marimo, then marimo edit macOS: macOS with Python (pip install marimo or uv add marimo) · Not stated; lightweight, depends on your data · Python 3.10 or newer, pip install marimo, then marimo edit ── WHAT YOU GET ── • REACTIVE CELLS • SQL CELLS • INTERACTIVE UI • APPS AND SCRIPTS • GIT FRIENDLY I post free open-source replacements for paid software every single day. If you're tired of subscriptions eating your budget, subscribe — there's a new one tomorrow. Searching for: marimo notebook tutorial, marimo vs jupyter, hex alternative free, reactive python notebook, marimo sql cells, python notebook to web app #Shorts #marimo #OpenSource #SelfHosted Pricing shown is Hex Professional plan at $36 per editor per month ($432 a year per editor), checked 2026-10-21. Prices change — verify before you buy.
Python 笔记本改了参数，还得手动重跑？📊 marimo 按依赖关系自动更新结果，也能把分析笔记变成交互应用。🐍 marimo-team/marimo #Python #浇朋友 #蓝朋友 #互关 #fo
Automatically reruns the affected parts of a Python notebook when code changes, keeping charts and results in sync without manually rerunning every step. marimo-team/marimo t.co