
Frameworks
Keras
Providing the official documentation and tutorials of the deep learning framework Keras, supporting rapid experimentation and model deployment.
【Application Scenarios】
- Work scenarios: Rapid development and experimentation of deep learning models
- Life scenarios: Education and learning deep learning
【Target Users】
- Machine learning developers
- Researchers
- Students and educational workers
【Core Features】
- Provide a concise, easy-to-use deep learning API
- Support for multiple backends (JAX, TensorFlow, PyTorch)
- Rich pre-trained models and code examples
【Is it free】
- Yes
【Community Ecosystem】
- Active developer community
- Regular community meetings and discussions
- Collaboration with platforms like Kaggle and HuggingFace
【Summary】
- Keras is a human-designed deep learning API, emphasizing code simplicity and readability, supporting multiple deep learning frameworks, with rich learning resources and active community support, suitable for a wide range of users from beginners to professional developers.
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Provides a Python scientific computing library, supporting large-scale multi-dimensional array and matrix operations.