Keras is a high-level deep learning API in Python, designed to simplify building and training neural networks.
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Keras
API Level: Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano. It allows for easy and fast prototyping through user-friendly, modular, and extensible code.
Integration: Keras is tightly integrated with TensorFlow 2.0, providing a simplified interface for building and training deep learning models.
Purpose: Designed to enable fast experimentation, Keras is ideal for beginners and researchers who need to quickly prototype and test new ideas.
Performance: While Keras simplifies model building, it may not be as performant as lower-level frameworks like TensorFlow when it comes to fine-tuning and optimizing models for production.