FastAI

GPTKB entity

Statements (36)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:built gptkb:PyTorch
gptkbp:category machine learning libraries
deep learning libraries
gptkbp:containsCommunity gptkb:FastAI_forums
gptkbp:developer gptkb:Jeremy_Howard
gptkb:Sylvain_Gugger
gptkbp:documentation https://docs.fast.ai/
gptkbp:focusesOn gptkb:machine_learning
deep learning
https://www.w3.org/2000/01/rdf-schema#label FastAI
gptkbp:license gptkb:Apache_License_2.0
gptkbp:offersCourse gptkb:Practical_Deep_Learning_for_Coders
gptkb:Deep_Learning_from_the_Foundations
gptkbp:programmingLanguage gptkb:Python
gptkbp:provides high-level API for PyTorch
gptkbp:relatedTo gptkb:TensorFlow
gptkb:Keras
gptkb:PyTorch_Lightning
gptkbp:releaseDate 2017
gptkbp:repository https://github.com/fastai/fastai
gptkbp:supports data augmentation
transfer learning
GPU acceleration
metrics
callbacks
custom models
mixed-precision training
gptkbp:usedFor natural language processing
time series analysis
collaborative filtering
image classification
tabular data
gptkbp:website https://www.fast.ai/
gptkbp:bfsParent gptkb:artificial_intelligence
gptkbp:bfsLayer 4