Keras
E18356
Keras is a high-level neural networks API written in Python that simplifies building, training, and deploying deep learning models, often running on top of frameworks like TensorFlow.
Observed surface forms (3)
| Surface form | Occurrences |
|---|---|
| Keras team | 1 |
| TensorFlow Keras API | 1 |
| tf.keras | 1 |
Statements (52)
| Predicate | Object |
|---|---|
| instanceOf |
deep learning library
ⓘ
neural network API ⓘ software library ⓘ |
| aim |
extensibility
ⓘ
fast experimentation ⓘ modularity ⓘ user-friendliness ⓘ |
| developer | François Chollet ⓘ |
| feature |
batch normalization layers
ⓘ
callback system ⓘ data preprocessing utilities ⓘ dropout layers ⓘ embedding layers ⓘ high-level abstraction for neural networks ⓘ layer-based model definition ⓘ metrics and loss functions ⓘ model serialization ⓘ model subclassing API ⓘ optimizers ⓘ pretrained models ⓘ regularization techniques ⓘ |
| firstReleaseYear | 2015 ⓘ |
| genre |
high-level API
ⓘ
machine learning framework ⓘ neural network framework ⓘ |
| integratedInto | TensorFlow ⓘ |
| license | MIT License ⓘ |
| maintainer |
Keras
self-linksurface differs
ⓘ
surface form:
Keras team
|
| operatingSystem | cross-platform ⓘ |
| partOf |
TensorFlow
ⓘ
surface form:
TensorFlow 2.x core API
|
| primaryBackend | TensorFlow ⓘ |
| programmingLanguage | Python ⓘ |
| repository | https://github.com/keras-team/keras ⓘ |
| supports |
CPU execution
ⓘ
GPU acceleration via backend ⓘ autoencoders ⓘ convolutional neural networks ⓘ fully connected networks ⓘ functional API for complex models ⓘ generative adversarial networks ⓘ recurrent neural networks ⓘ sequential API for simple models ⓘ |
| supportsBackend |
Microsoft Cognitive Toolkit
ⓘ
PlaidML ⓘ TensorFlow ⓘ Theano ⓘ |
| useCase |
deep learning model development
ⓘ
model deployment ⓘ neural network evaluation ⓘ neural network training ⓘ |
| website | https://keras.io/ ⓘ |
| writtenIn | Python ⓘ |
Referenced by (10)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
TensorFlow Keras API
this entity surface form:
tf.keras
this entity surface form:
Keras team