|
gptkbp:instanceOf
|
gptkb:software
|
|
gptkbp:book
|
gptkb:Deep_Learning_for_Coders_with_fastai_and_PyTorch
|
|
gptkbp:builtOnTopOf
|
gptkb:PyTorch
|
|
gptkbp:developedBy
|
gptkb:Jeremy_Howard
gptkb:Sylvain_Gugger
fast.ai community
|
|
gptkbp:documentation
|
https://docs.fast.ai/
|
|
gptkbp:firstReleased
|
2017
|
|
gptkbp:focusesOn
|
gptkb:machine_learning
deep learning
|
|
gptkbp:hasFeature
|
data augmentation
callbacks
integrated documentation
high-level API
easy deployment
state-of-the-art models
mixed-precision training
automatic learning rate finder
extensible design
support for vision, text, tabular, and collaborative filtering tasks
|
|
gptkbp:license
|
gptkb:Apache_License_2.0
|
|
gptkbp:notableUser
|
gptkb:Rachel_Thomas
Developers
Researchers
Educators
Students
AI researchers
Data science educators
Machine learning practitioners
fast.ai community
|
|
gptkbp:offersCourse
|
gptkb:Practical_Deep_Learning_for_Coders
Practical Deep Learning for Coders v1
Practical Deep Learning for Coders v2
Practical Deep Learning for Coders v3
Practical Deep Learning for Coders v4
|
|
gptkbp:programmingLanguage
|
gptkb:Python
|
|
gptkbp:relatedTo
|
gptkb:Hugging_Face
gptkb:TensorFlow
gptkb:PyTorch
gptkb:scikit-learn
|
|
gptkbp:repository
|
https://github.com/fastai/fastai
|
|
gptkbp:supports
|
gptkb:Google_Colab
gptkb:Kaggle_Kernels
gptkb:Jupyter_Notebook
|
|
gptkbp:usedFor
|
computer vision
natural language processing
transfer learning
collaborative filtering
tabular data
building neural networks
|
|
gptkbp:bfsParent
|
gptkb:PyTorch_Ecosystem
gptkb:LearningRateFinder
gptkb:PyTorch_Lightning_library
gptkb:PyTorch_ecosystem
gptkb:PyTorch_models
gptkb:Optuna
gptkb:Databricks_Runtime_11.2_ML
gptkb:Databricks_Runtime_14.x_ML
|
|
gptkbp:bfsLayer
|
8
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
fastai
|