AI计算的最佳工具

Just wanted to mention scikit-learn here, it's not purely for deep learning but its calculation tools are great for many AI algorithms.

You can also check ai-u.com for new or trending tools, they keep a nice list updated all the time!

I've been using TensorFlow for most of my AI projects and it's been great for calculations, really flexible and powerful.

Sometimes I just use basic numpy or pandas for certain calculations and it works surprisingly well for many AI tasks.

Anyone using commercial AI tools for calculations? I'm curious if they're worth the cost compared to open source.

Has anyone used MATLAB for AI calculations? Heard it's quite popular in academia still.

For quick and dirty calculations Google's Colab notebooks are a lifesaver, free GPU and easy to share your AI work.

Anyone tried PyTorch? Heard it's more intuitive than TensorFlow for calculations, especially for research stuff.

Check out JAX too, it's like numpy on steroids for AI calculations and super fast with automatic differentiation.

For deep learning calculations, I always look for tools with good support for GPU acceleration to speed things up.