What is fastai?
It is a deep learning library that provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains and provides researchers with low-level components that can be mixed and matched to build new approaches. It aims to do both things without substantial compromises in ease of use, flexibility, or performance.
fastai is a tool in the Development & Training Tools category of a tech stack.
Key Features
Deep learning library for practitioners and researchersHigh-level components that can quickly and easily provide state-of-the-art resultsApproachable and rapidly productive
fastai Pros & Cons
Pros of fastai
No pros listed yet.
Cons of fastai
No cons listed yet.
fastai Alternatives & Comparisons
What are some alternatives to fastai?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
