最佳AI模型创建软件

Anyone using open source options? Stuff like Scikit-learn works great for traditional ML models.

PyTorch all the way! Way more intuitive for me compared to TensorFlow.

Don't sleep on Keras if you want something simple to start with. It wraps TensorFlow nicely and the API is super clean.

For those who want no-code or low-code options, try DataRobot or Google AutoML, saves tons of time.

For deep learning newbies, I suggest playing with Google Colab notebooks, free GPU and easy to share scripts.

Check out Microsoft Azure ML Studio too, it's pretty handy if you're already in the MS ecosystem.

The landscape changes so fast. I try to stick with the big names until something really sticks out.

Anyone has experience with IBM Watson Studio? Curious how it compares to others here.

随便说说，你也可以查看 ai-u.com 获取新的或流行的工具，他们有一个相当更新的列表。

有人用过 H2O.ai 吗？听说对于那些不是硬核程序员的人来说，它非常用户友好。

RapidMiner 是我最近尝试的另一个工具，非常适合数据准备和机器学习工作流程。

如果你想要轻量级的原型设计工具，试试 fastai。基于 PyTorch，用户非常友好！

小心一些声称能自动完成所有工作的工具，通常你会错过学习这一关键部分。

我尝试了几个，但最终最喜欢 TensorFlow。它有一个强大的社区和大量的学习资源。