II.
Library JSON
Structured · livelibrary:pytorch
PyTorch json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "library:pytorch",
"_kind": "Library",
"_file": "domain/libraries/libraries-python.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "PyTorch",
"belongsToLanguageId": "language:python",
"description": "Deep-learning framework with eager-mode autograd, TorchScript,\nand a broad ecosystem (torchvision, torchaudio, Lightning).\n"
},
"outgoingEdges": [
{
"from": "library:pytorch",
"to": "language:python",
"kind": "belongs_to_language"
},
{
"from": "library:pytorch",
"to": "skill-area:machine-learning",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "library:pytorch",
"to": "library:tensorflow",
"kind": "alternative_to"
},
{
"from": "library:pytorch",
"to": "library:jax",
"kind": "alternative_to"
}
],
"incomingEdges": [
{
"from": "library:hf-transformers",
"to": "library:pytorch",
"kind": "alternative_to"
},
{
"from": "library:scikit-learn",
"to": "library:pytorch",
"kind": "alternative_to"
},
{
"from": "specialization:data-science-ml",
"to": "library:pytorch",
"kind": "uses_library"
},
{
"from": "specialization:llm-fine-tuning",
"to": "library:pytorch",
"kind": "uses_library"
},
{
"from": "specialization:gpu-programming",
"to": "library:pytorch",
"kind": "uses_library"
},
{
"from": "specialization:robotics-simulation",
"to": "library:pytorch",
"kind": "uses_library"
},
{
"from": "specialization:algorithms-optimization",
"to": "library:pytorch",
"kind": "uses_library"
},
{
"from": "specialization:recommendation-infrastructure",
"to": "library:pytorch",
"kind": "uses_library"
},
{
"from": "stack-profile:ml-pipeline-stack",
"to": "library:pytorch",
"kind": "composed_of"
},
{
"from": "stack-profile:llm-fine-tuning",
"to": "library:pytorch",
"kind": "composed_of"
},
{
"from": "stack-profile:synthetic-data-generation",
"to": "library:pytorch",
"kind": "composed_of"
}
]
}