Package Health Score

59 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Sustainable

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Popularity

Small

GitHub Stars: 4.29K
Forks: 655
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package nlhappy, we found that it has been starred 4,290 times.

Security

Security review needed

Security and license risk for latest version

Release Date: May 7, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
4
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

We found a way for you to contribute to the project! Looks like nlhappy is missing a security policy.

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Maintenance

Inactive

Commit Frequency

No Recent Commits

Open Issues: 62
Open PR: 13
Last Release: 7 months ago
Last Commit: 1 year ago

Further analysis of the maintenance status of nlhappy based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

We found that nlhappy demonstrates a positive version release cadence with at least one new version released in the past 12 months.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 30
Funding: No

With more than 10 contributors for the nlhappy repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like nlhappy is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.7

Age: 3 years
Latest Release: 7 months ago
Dependencies: 0 Direct
Versions: 26
Maintainers: 1
Wheels: OS Independent

Readme

nlhappy

📌 简介

nlhappy致力于复现自然语言处理各类任务的SOTA模型(不包含LLM相关任务)。

> 文档地址:

notion文档 > 它主要的依赖有
transformers: 下载预训练权重
pytorch-lightning: 模型训练
datasets: 构建数据集
pydantic: 数据校验

📌 支持NLP任务

[x] 实体抽取
[x] 嵌套实体抽取
[x] 非连续实体抽取
[x] 关系抽取
[x] 事件抽取
[x] 文本单标签分类
[x] 文本多标签分类
[x] 阅读理解
[x] 文本对分类
[x] 文本对相似度(文本向量化)

📌 安装

安装nlhappy

> 推荐先去pytorch官网安装pytorch和对应cuda

# pip 安装
pip install --upgrade pip
pip install --upgrade nlhappy

其他可选

> 推荐安装wandb用于可视化训练日志

安装:

pip install wandb

注册: https://wandb.ai/
获取认证: https://wandb.ai/authorize
登陆:

wandb login

使用

# 命令行训练
nlhappy datamodule=xxx model=xxx trainer=xxx logger=wandb

模型训练开始后去官网查看训练实况

FAQs

What is nlhappy?

自然语言处理(NLP). Visit Snyk Advisor to see a full health score report for nlhappy, including popularity, security, maintenance & community analysis.

Is nlhappy popular?

The python package nlhappy receives a total of 196 weekly downloads. As such, nlhappy popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is nlhappy well maintained?

We found indications that nlhappy is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is nlhappy safe to use?

While scanning the latest version of nlhappy, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 27 November-2024, at 00:48 (UTC).

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nlhappy

自然语言处理(NLP) For more information about how to use this package see README

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Maintenance

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Community

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Package

Readme

nlhappy

📌 简介

📌 支持NLP任务

📌 安装

FAQs

What is nlhappy?

Is nlhappy popular?

Is nlhappy well maintained?

Is nlhappy safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

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Snyk Vulnerability Scanner

Readme

nlhappy

📌 简介

📌 支持NLP任务

📌 安装

FAQs

What is nlhappy?

Is nlhappy popular?

Is nlhappy well maintained?

Is nlhappy safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues