Statements (53)
| Predicate | Object |
|---|---|
| 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 |
| https://www.w3.org/2000/01/rdf-schema#label |
fastai
|
| 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:Sylvain_Gugger
|
| gptkbp:bfsLayer |
5
|