crf-chain2-tiers: Second-order, tiered, constrained, linear conditional random fields
The library provides implementation of the second-order, linear conditional random fields (CRFs) with position-wise constraints imposed over label values. Each label consists of a vector of smaller, atomic labels, and over each tier (layer) a separate set of model features is defined.
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| Versions [RSS] | 0.1.0, 0.1.1, 0.2.0, 0.2.1, 0.2.2, 0.2.3, 0.2.4, 0.3.0, 0.4.0, 0.5.0, 0.6.0 |
|---|---|
| Dependencies | array (>=0.4 && <0.6), base (>=4 && <5), binary (>=0.5 && <0.9), comonad (>=4.0 && <5.1), containers (>=0.4 && <0.6), data-lens (>=2.10.4 && <2.12), data-memocombinators (>=0.5 && <0.6), logfloat (>=0.12.1 && <0.14), monad-codec (>=0.2 && <0.3), parallel (>=3.2 && <3.3), pedestrian-dag (>=0.2 && <0.3), sgd (>=0.4 && <0.5), vector (>=0.10 && <0.13), vector-binary (>=0.1 && <0.2), vector-th-unbox (>=0.2.1 && <0.3) [details] |
| License | BSD-3-Clause |
| Copyright | Copyright (c) 2013 IPI PAN |
| Author | Jakub Waszczuk |
| Maintainer | waszczuk.kuba@gmail.com |
| Category | Natural Language Processing |
| Home page | https://github.com/kawu/crf-chain2-tiers |
| Source repo | head: git clone https://github.com/kawu/crf-chain2-tiers.git |
| Uploaded | by JakubWaszczuk at 2018-10-10T13:44:43Z |
| Distributions | |
| Reverse Dependencies | 3 direct, 1 indirect [details] |
| Downloads | 8106 total (33 in the last 30 days) |
| Rating | (no votes yet) [estimated by Bayesian average] |
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| Status | Docs available [build log] Last success reported on 2018-10-10 [all 1 reports] |