深度学习框架 JSON 数据，用于 D3.treemap 可视化

{
"name": "Deep Learning Frameworks",
"children": [
{
"name": "TensorFlow",
"description": "Open source software library for dataflow and differentiable programming across a range of tasks.",
"link": "https://www.tensorflow.org/",
"children": [
{
"name": "TensorFlow Lite",
"description": "TensorFlow Lite is a lightweight solution for mobile and embedded devices.",
"link": "https://www.tensorflow.org/lite"
},
{
"name": "TensorFlow.js",
"description": "A library for training and deploying machine learning models in JavaScript environments.",
"link": "https://www.tensorflow.org/js"
}
]
},
{
"name": "PyTorch",
"description": "An open source machine learning framework that accelerates the path from research prototyping to production deployment.",
"link": "https://pytorch.org/",
"children": [
{
"name": "PyTorch Lightning",
"description": "A lightweight PyTorch wrapper for high-performance AI research.",
"link": "https://www.pytorchlightning.ai/"
}
]
},
{
"name": "Keras",
"description": "A high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano.",
"link": "https://keras.io/"
},
{
"name": "Caffe",
"description": "A deep learning framework made with expression, speed, and modularity in mind.",
"link": "http://caffe.berkeleyvision.org/"
},
{
"name": "MXNet",
"description": "A flexible and efficient machine learning library for heterogeneous distributed systems.",
"link": "https://mxnet.apache.org/"
},
{
"name": "Theano",
"description": "A Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently.",
"link": "http://www.deeplearning.net/software/theano/"
},
{
"name": "Chainer",
"description": "A powerful, flexible, and intuitive deep learning framework.",
"link": "https://chainer.org/"
},
{
"name": "CNTK",
"description": "Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit.",
"link": "https://github.com/microsoft/CNTK"
},
{
"name": "DeepLearning4j",
"description": "An open-source, distributed deep-learning library for the JVM.",
"link": "https://deeplearning4j.org/"
}
]
}