pecos | PECOS - Prediction for Enormous and Correlated Spaces | Machine Learning library

pecos is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. pecos has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install pecos' or download it from GitHub, PyPI.

PECOS is a versatile and modular machine learning (ML) framework for fast learning and inference on problems with large output spaces, such as extreme multi-label ranking (XMR) and large-scale retrieval. PECOS' design is intentionally agnostic to the specific nature of the inputs and outputs as it is envisioned to be a general-purpose framework for multiple distinct applications. Given an input, PECOS identifies a small set (10-100) of relevant outputs from amongst an extremely large (~100MM) candidate set and ranks these outputs in terms of relevance.