{"library":"pytorch","type":"library","category":null,"description":"PyTorch is an open-source machine learning framework that accelerates the path from research prototyping to production deployment. It provides two high-level features: Tensor computation (like NumPy) with strong GPU acceleration, and a deep neural network library built on a tape-based autograd system. The `pytorch` PyPI meta-package (current version 2.2.2) provides a convenient way to install the core `torch`, `torchvision`, and `torchaudio` libraries. PyTorch has frequent updates, typically releasing major stable versions multiple times a year, with minor patch releases in between.","language":"python","status":"active","version":"2.2.2","tags":["machine-learning","deep-learning","neural-networks","gpu-acceleration","tensor-computing","ai"],"install":[{"cmd":"pip install pytorch","imports":["import torch","import torch.nn as nn","import torch.optim as optim","from torch.utils.data import DataLoader, TensorDataset"]}],"homepage":"https://pytorch.org","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/pytorch/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":0,"avg_install_s":null,"avg_import_s":null,"wheel_type":null},"url":"https://checklist.day/v1/registry/pytorch/compatibility"},"provenance":{"verified_status":"install_fail","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Sun Jul 05","install_tag":null}}