{"library":"einops","type":"library","category":null,"description":"Einops (Einstein operations) is a Python library that provides a flexible and powerful way to reshape and manipulate tensors in deep learning frameworks like PyTorch, TensorFlow, JAX, and NumPy. It simplifies complex tensor operations using a human-readable notation, often replacing verbose permutations, transpositions, and reshaping operations. The library is actively maintained with frequent releases, currently at version 0.8.2.","language":"python","status":"active","version":"0.8.2","tags":["deep learning","tensor manipulation","array operations","einsum","pytorch","tensorflow","jax","numpy","machine learning"],"last_verified":"Tue Jun 09","install":[{"cmd":"pip install einops","imports":["from einops import rearrange","from einops import reduce","from einops import repeat","from einops import einsum","from einops import pack","from einops import unpack","from einops.layers.torch import EinMix"]}],"homepage":"https://einops.rocks","github":"https://github.com/arogozhnikov/einops","docs":null,"changelog":null,"pypi":"https://pypi.org/project/einops/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.6,"avg_import_s":0.02,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/einops/compatibility"}}