{"library":"thinc","type":"library","category":null,"description":"Thinc is a lightweight deep learning library from the makers of spaCy and Prodigy, offering a type-checked, functional-programming API for composing models. It emphasizes composition over inheritance and supports wrapping layers from other frameworks like PyTorch, TensorFlow, and MXNet, allowing for flexible model development. Thinc is actively maintained with frequent releases to support new Python versions and address bug fixes.","language":"python","status":"active","version":"9.1.1","tags":["deep learning","neural networks","nlp","functional programming","machine learning","framework"],"last_verified":"Tue Jun 09","install":[{"cmd":"pip install thinc","imports":["from thinc.api import Model","from thinc.api import chain","from thinc.api import Relu","from thinc.api import Softmax","from thinc.api import Config","from thinc.api import registry"]}],"homepage":"https://thinc.ai","github":"https://github.com/explosion/thinc","docs":null,"changelog":null,"pypi":"https://pypi.org/project/thinc/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":80,"avg_install_s":7.7,"avg_import_s":0.89,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/thinc/compatibility"}}