|
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
|