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slope

A spaCy coreference resolution package.

https://github.com/ryanelliott10/slope

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 1 committers (100.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.7%) to scientific vocabulary

Keywords

coreference-resolution linguistics machine-learning nlp nlp-machine-learning
Last synced: 6 months ago · JSON representation

Repository

A spaCy coreference resolution package.

Basic Info
  • Host: GitHub
  • Owner: RyanElliott10
  • License: mit
  • Language: Python
  • Default Branch: master
  • Homepage:
  • Size: 22.5 KB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 2
  • Releases: 0
Topics
coreference-resolution linguistics machine-learning nlp nlp-machine-learning
Created almost 6 years ago · Last pushed almost 6 years ago

https://github.com/RyanElliott10/slope/blob/master/ 

# slope
A spaCy coreference resolution package.

## Install Slope
### Via Pip
Slope is available via pip and has proven to be the easiest way to install Slope.
```bash
$ pip install slope
```

### Install Slope from source
If you'd like to avoid using pip to install Slope, you can do so from source. The process is:
```bash
$ git clone git@github.com:RyanElliott10/slope.git
$ cd slope
$ pip install -e .
```

## Training
If you'd like to train your own model, you'll have to understand the file hierarchy. While not explicitly here in the repo, training uses a `data` directory outside of the main package. i.e. If the path to `coref/` is `./slope/models/coref`, then the path to `data` would be `./data/`. The model was trained on the [PreCo dataset](https://preschool-lab.github.io/PreCo/) for coreference resolution.

Owner

  • Name: Ryan Elliott
  • Login: RyanElliott10
  • Kind: user
  • Location: San Diego, CA
  • Company: Apple

GitHub Events

Total
Last Year

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 10
  • Total Committers: 1
  • Avg Commits per committer: 10.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Ryan Elliott r****t@c****u 10
Committer Domains (Top 20 + Academic)
calpoly.edu: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 1
  • Total pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: 1 day
  • Total issue authors: 1
  • Total pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 2
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • dcshapiro (1)
Pull Request Authors
  • RyanElliott10 (3)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 36 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 1
  • Total versions: 1
  • Total maintainers: 1
pypi.org: slope

An easy-to-use coreference resolution library.

  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 36 Last month
Rankings
Dependent packages count: 10.0%
Dependent repos count: 21.7%
Average: 24.6%
Downloads: 29.6%
Forks count: 29.8%
Stargazers count: 31.9%
Maintainers (1)
RyanElliott
Last synced: 6 months ago