# Chollet：好NN框架懂API设计原则

- 来源：François Chollet (@fchollet)
- 发布时间：2026-06-08 10:24
- AIHOT 分数：21
- AIHOT 链接：https://aihot.virxact.com/items/cmq4lozfo025pslot6xq4wt5k
- 原文链接：https://x.com/fchollet/status/2063809469801464007

## AI 摘要

我最初用纯C写神经网络，然后在Matlab里写，接着在NumPy里写，最后升级到Theano。从那以后，我见过并尝试过几乎所有开发出来的NN框架。有些很烂，有些很好。好的框架都理解API设计原则。

## 正文

I wrote my first neural networks in pure C， then in Matlab， then in NumPy， before eventually upgrading to Theano. Since then I have seen and tried pretty much every NN framework ever developed. Some are bad， some are good. The good ones understand API design principles.