Name: Keras
Brand: Keras
SKU: 675434dad2d30b7ee57e46f6
Rating: 4.6 (104 reviews)

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Keras

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Learning Management Software

Machine Learning Software

Overview of Keras Software Company

Keras is an open-source software library designed for deep learning, providing a Python interface for artificial neural networks. It is known for its user-friendly, modular, and extensible design, making it accessible to both beginners and experienced practitioners. Keras can run on top of multiple backends, including TensorFlow, JAX, and PyTorch, offering flexibility and performance optimization.

Founding and Growth

Keras was founded on March 27, 2015, by François Chollet, a Google engineer, as part of the research effort of project ONEIROS (Open-ended Neuro-Electronic Intelligent Robot Operating System). Initially, Keras supported multiple backends like TensorFlow, Microsoft Cognitive Toolkit, and Theano. Over time, it became integrated into the TensorFlow library and later expanded to support JAX and PyTorch.

Product Offerings and Features

Keras offers a high-level API for building and training deep learning models. Key features include:

User-Friendly API: Simplifies the process of creating neural networks.
Modularity: Allows users to combine different building blocks like layers, optimizers, and loss functions.
Multiple Backends: Supports TensorFlow, JAX, and PyTorch.
Cross-Platform Compatibility: Runs on CPUs, GPUs, TPUs, and mobile devices.
Extensibility: Users can create custom layers and components.
Comprehensive documentation: extensive guides and tutorials.

Keras AI and New Features

The latest major release, Keras 3.0, introduced several new features:

Multi-Backend Support: Enhanced support for TensorFlow, JAX, and PyTorch.

Large-Scale Model Training: New distribution API for model and data parallelism.

Cross-Framework Compatibility: Models can be used across different frameworks without code changes.

Company Culture and Values

Keras emphasizes a culture of openness, collaboration, and inclusivity. The project follows a governance model that encourages community involvement and adheres to a code of conduct to ensure a respectful and inclusive environment. The core values include simplicity, flexibility, and a focus on user experience.

User Base and Community

Keras has a large and active user base, including researchers, developers, and organizations worldwide. It is used by major companies and institutions like Google, Waymo, YouTube, CERN, and NASA. The community is highly engaged, contributing to discussions, code development, and support through platforms like GitHub and Slack.