Conditional Random Fields Python Packages

usaddress

:us: a python library for parsing unstructured United States address strings into address components

pyhacrf-datamade

:triangular_ruler: Hidden alignment conditional random field for classifying string pairs.

highered

CRF Edit Distance

pytorch-crf

(Linear-chain) Conditional random field in PyTorch.

torchcrf

An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0

ez-address-parser

A parser for Canadian postal addresses

chaine

Linear-chain conditional random fields (CRF) for natural language processing

pytorch-partial-crf

CRF, Partial CRF and Marginal CRF in PyTorch

b-labs-models

Pre-trained models for tokenization, sentence segmentation and so on

torchlatent

High Performance Structured Prediction in PyTorch

torch-treecrf

A PyTorch implementation of Tree-structured Conditional Random Fields.

tf-crf-layer

CRF layer for TensorFlow 1.x

kglp-metrics

Implementation of simple metrics for Knowledge Graph Completion

seg-crf

Fully Connected Conditional Random Field