Keras
softwareAbout
High-level deep learning API supporting JAX, TensorFlow, and PyTorch backends.
Overview
Keras is the most popular high-level deep learning API, praised for its clean multi-backend interface across TensorFlow, JAX, and PyTorch. When custom training behavior is needed, users must engage lower-level APIs.
Pros
- +Human-readable code optimized for fast debugging
- +Trusted by Google, NASA, CERN, Waymo, and Netflix
Cons
- -High-level abstraction can obscure underlying TensorFlow and JAX behaviors
- -Custom training loops require dropping to lower-level backend APIs
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