Fastai
Fastai is a free deep-learning library that uses PyTorch as its foundation. It is made to be simple and effective. It can be used for different machine-learning tasks like identifying images, finding objects, and understanding language.
Fastai offers several user-friendly features, such as:
- A simple tool that makes PyTorch easier to use by hiding its complicated parts.
- There are several ready-to-use models available for easy and fast deep learning.
- A training loop that is already included in the system, simplifies the process of training and assessing models.
- Several tools can help us understand how well models perform.
Here are some of the benefits of using Fastai:
- It is available for everyone to use and doesn’t cost anything.
- It is available for a variety of platforms, including Linux, macOS, and Windows.
- It is simple to use and has a clearly explained API.
- It works well and can be used to teach and use big neural networks.
- Many people use and contribute to it.