{"library":"fastai","type":"library","category":null,"description":"fastai is a deep learning library that simplifies training fast and accurate neural nets using modern best practices. It's built on top of PyTorch and offers both high-level APIs for quick model development and lower-level components for researchers. The library maintains an active development pace with frequent patch and minor releases, often tied to PyTorch version updates, to ensure compatibility and leverage the latest deep learning advancements.","language":"python","status":"active","version":"2.8.7","tags":["deep learning","machine learning","pytorch","neural networks","computer vision","nlp","tabular","transfer learning"],"last_verified":"Fri May 22","install":[{"cmd":"pip install fastai","imports":["from fastai.vision.all import *","from fastai.text.all import *","from fastai.tabular.all import *","from fastai.basics import *"]},{"cmd":"pip install \"torch>=X.X,<Y.Y\" torchvision torchaudio --index-url https://download.pytorch.org/whl/cuXX\npip install fastai","imports":[]}],"homepage":"https://fast.ai","github":"https://github.com/fastai/fastai","docs":"https://docs.fast.ai/","changelog":null,"pypi":"https://pypi.org/project/fastai/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":10,"avg_install_s":89.3,"avg_import_s":21.68,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/fastai/compatibility"}}