II.
Library overview
Reference · livelibrary:pytorch
PyTorch overview
Deep-learning framework with eager-mode autograd, TorchScript, and a broad ecosystem (torchvision, torchaudio, Lightning).
Attributes
displayName
PyTorch
belongsToLanguageId
description
Deep-learning framework with eager-mode autograd, TorchScript,
and a broad ecosystem (torchvision, torchaudio, Lightning).
Outgoing edges
alternative_to2
- library:tensorflow·LibraryTensorFlow
- library:jax·LibraryJAX
belongs_to_language1
- language:python·LanguagePython
library_used_by1
- skill-area:machine-learning·SkillAreaMachine Learning
Incoming edges
alternative_to2
- library:hf-transformers·LibraryHugging Face Transformers
- library:scikit-learn·Libraryscikit-learn
composed_of3
- stack-profile:ml-pipeline-stack·StackProfileML Pipeline Stack (PyTorch/TensorFlow, MLflow, BentoML, K8s)
- stack-profile:llm-fine-tuning·StackProfileLLM Fine-Tuning Stack (PyTorch, HuggingFace, PEFT/LoRA, W&B, vLLM)
- stack-profile:synthetic-data-generation·StackProfileSynthetic Data Generation Stack (Python, PyTorch, FastAPI, PostgreSQL, S3)
uses_library6
- specialization:data-science-ml·Specialization
- specialization:llm-fine-tuning·SpecializationLLM Fine-tuning
- specialization:gpu-programming·Specialization
- specialization:robotics-simulation·Specialization
- specialization:algorithms-optimization·Specialization
- specialization:recommendation-infrastructure·Specialization