semvec/pypi-packages huggingface dataset:
niuke-renliziyuan-gang-qiuzhi-jingyan-fenxiang-2021-2022-fix1 2025.3.25.0
牛客人力资源岗求职经验分享 2021~2022
Requires Python: >=3.6

# 牛客人力资源岗求职经验分享 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-renliziyuan-gang-qiuzhi-jingyan-fenxiang-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-renliziyuan-gang-qiuzhi-jingyan-fenxiang-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-renliziyuan-gang-qiuzhi-jingyan-fenxiang-2021-2022
niuke-renliziyuan-gang-qiuzhi-jingyan-fenxiang-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-renliziyuan-gang-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer
niuke-renliziyuan-gang-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niuke-qichexingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022-fix1 2025.3.25.0
牛客汽车行业名企笔面试校招求职攻略 2021~2022
Requires Python: >=3.6

# 牛客汽车行业名企笔面试校招求职攻略 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-qichexingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-qichexingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-qichexingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022
niuke-qichexingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-qichexingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-erlingeryi-erlingerer
niuke-qichexingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niuke-qianduan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022-fix1 2025.3.25.0
牛客前端工程师求职经验分享 2021~2022
Requires Python: >=3.6

# 牛客前端工程师求职经验分享 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-qianduan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-qianduan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-qianduan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
niuke-qianduan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-qianduan-gongchengshi-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer
niuke-qianduan-gongchengshi-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niuke-qianduan-gangwei-mianshi-zhenti-baodian-2021-2022-fix1 2025.3.25.0
牛客前端岗位面试真题宝典 2021~2022
Requires Python: >=3.6

# 牛客前端岗位面试真题宝典 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-qianduan-gangwei-mianshi-zhenti-baodian-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-qianduan-gangwei-mianshi-zhenti-baodian-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-qianduan-gangwei-mianshi-zhenti-baodian-2021-2022
niuke-qianduan-gangwei-mianshi-zhenti-baodian-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-qianduan-gangwei-mianshi-zhenti-baodian-erlingeryi-erlingerer
niuke-qianduan-gangwei-mianshi-zhenti-baodian-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niuke-qianduan-gang-mianshi-qiuzhi-zhenti-jiexi-2021-2022-fix1 2025.3.25.0
牛客前端岗面试求职真题解析 2021~2022
Requires Python: >=3.6

# 牛客前端岗面试求职真题解析 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-qianduan-gang-mianshi-qiuzhi-zhenti-jiexi-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-qianduan-gang-mianshi-qiuzhi-zhenti-jiexi-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-qianduan-gang-mianshi-qiuzhi-zhenti-jiexi-2021-2022
niuke-qianduan-gang-mianshi-qiuzhi-zhenti-jiexi-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-qianduan-gang-mianshi-qiuzhi-zhenti-jiexi-erlingeryi-erlingerer
niuke-qianduan-gang-mianshi-qiuzhi-zhenti-jiexi-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niuke-kuaixiao-xingye-qiuzhi-gonglve-daneng-pian-2021-2022-fix1 2025.3.25.0
牛客快消行业求职攻略—达能篇 2021~2022
Requires Python: >=3.6

# 牛客快消行业求职攻略—达能篇 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-kuaixiao-xingye-qiuzhi-gonglve-daneng-pian-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-kuaixiao-xingye-qiuzhi-gonglve-daneng-pian-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-kuaixiao-xingye-qiuzhi-gonglve-daneng-pian-2021-2022
niuke-kuaixiao-xingye-qiuzhi-gonglve-daneng-pian-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-kuaixiao-xingye-qiuzhi-gonglve-daneng-pian-erlingeryi-erlingerer
niuke-kuaixiao-xingye-qiuzhi-gonglve-daneng-pian-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niuke-kuaixiao-xingye-qiuzhi-gonglve-baiwei-pian-2021-2022-fix1 2025.3.25.0
牛客快消行业求职攻略—百威篇 2021~2022
Requires Python: >=3.6

# 牛客快消行业求职攻略—百威篇 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-kuaixiao-xingye-qiuzhi-gonglve-baiwei-pian-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-kuaixiao-xingye-qiuzhi-gonglve-baiwei-pian-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-kuaixiao-xingye-qiuzhi-gonglve-baiwei-pian-2021-2022
niuke-kuaixiao-xingye-qiuzhi-gonglve-baiwei-pian-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-kuaixiao-xingye-qiuzhi-gonglve-baiwei-pian-erlingeryi-erlingerer
niuke-kuaixiao-xingye-qiuzhi-gonglve-baiwei-pian-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
wallpaper-cli-tool 1.2.2
A CLI tool to fetch and set beautiful wallpapers from various sources.
Requires Python: >=3.6


    # Wallpaper CLI Tool

    Welcome to the Wallpaper CLI Tool! This tool allows you to fetch and set beautiful wallpapers from various sources like Pexels, Unsplash, NASA APOD, and Reddit. You can also generate custom wallpapers using Stable Diffusion. The tool is designed to be user-friendly and highly customizable.

    ## Features

    - Fetch wallpapers from Pexels, Unsplash, NASA APOD, and Reddit
    - Generate custom wallpapers using Stable Diffusion
    - Set wallpapers on multiple monitors
    - List wallpaper history
    - Command Line Interface (CLI) and Terminal User Interface (TUI)

    ## Installation

    To install the Wallpaper CLI Tool, run:

    ```sh
    pip install wallpaper-cli-tool
    ```

    ## Usage

    To fetch and set a wallpaper, run:

    ```sh
    wallpaper-cli --set-wallpaper "nature" --source pexels
    ```

    For more usage examples and options, refer to the documentation on the [GitHub repository](https://github.com/Blacksujit/WallCLI).
niuke-kuaixiao-xingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022-fix1 2025.3.25.0
牛客快消行业名企笔面试校招求职攻略 2021~2022
Requires Python: >=3.6

# 牛客快消行业名企笔面试校招求职攻略 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-kuaixiao-xingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-kuaixiao-xingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-kuaixiao-xingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022
niuke-kuaixiao-xingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-kuaixiao-xingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-erlingeryi-erlingerer
niuke-kuaixiao-xingye-mingqi-bi-mianshi-xiaozhao-qiuzhi-gonglve-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niuke-jishu-gang-bibei-bi-mianshi-suanfa-fix1 2025.3.25.0
牛客技术岗必备：笔面试算法
Requires Python: >=3.6

# 牛客技术岗必备：笔面试算法

## 下载

### Docker

```
docker pull apachecn0/niuke-jishu-gang-bibei-bi-mianshi-suanfa
docker run -tid -p <port>:80 apachecn0/niuke-jishu-gang-bibei-bi-mianshi-suanfa
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-jishu-gang-bibei-bi-mianshi-suanfa
niuke-jishu-gang-bibei-bi-mianshi-suanfa <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-jishu-gang-bibei-bi-mianshi-suanfa
niuke-jishu-gang-bibei-bi-mianshi-suanfa <port>
# 访问 http://localhost:{port} 查看文档
```
cloud-storage-slim 0.3.5
A lightweight cloud storage package for popular cloud storage services.

# Cloud Storage Slim

Make operations across various cloud storage platforms simple.

## Installation

```bash
pip install cloud-storage-slim
```

## Usage

```python
from cloud_storage_slim import CloudStorageSlim

cloud_storage = CloudStorageSlim()
cloud_storage.copyto('gs://bucket1/object1', 'az://bucket2/object2')
```

## Features

- [copyto](https://rclone.org/commands/rclone_copyto/)
- [ls](https://rclone.org/commands/rclone_ls/)

## Supported Cloud Storage

- [x] Google Cloud Storage
- [x] Azure Blob Storage
- [x] AlibabaCloud / Aliyun OSS
- [x] AWS S3
- [x] Byteplus & Volcengine - Torch Object Storage

## Credentials

### Google Cloud Storage

- [How Application Default Credentials works](https://cloud.google.com/docs/authentication/application-default-credentials)
- `GOOGLE_APPLICATION_CREDENTIALS`
- [google-cloud-python](https://github.com/googleapis/python-storage)

```bash
pip install google-cloud-storage
```

## Amazon S3

- [Boto3 Configuring credentials](https://boto3.amazonaws.com/v1/documentation/api/latest/guide/credentials.html#environment-variables)
- [Using environment variables](https://boto3.amazonaws.com/v1/documentation/api/latest/guide/configuration.html#using-environment-variables)
- `AWS_ENDPOINT_URL_S3`
- `AWS_DEFAULT_REGION`
- `AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`
- `AWS_SESSION_TOKEN`
- [Boto3](https://github.com/boto/boto3)

```bash
pip install boto3
```

### Azure Blob Storage

- [Manage storage account access keys](https://learn.microsoft.com/en-us/azure/storage/common/storage-account-keys-manage?tabs=azure-portal#view-account-access-keys)
- `AZURE_STORAGE_ACCOUNT_NAME`, `AZURE_STORAGE_ACCOUNT_KEY`

```bash
pip install azure-storage-blob azure-identity
```

### AlibabaCloud / Aliyun OSS

- [Configure access credentials](https://www.alibabacloud.com/help/en/oss/developer-reference/python-configuration-access-credentials)
- `OSS_ENDPOINT`
- `OSS_ACCESS_KEY_ID`, `OSS_ACCESS_KEY_SECRET`
- `OSS_SESSION_TOKEN`
- [oss2](https://github.com/aliyun/aliyun-oss-python-sdk)

```bash
pip install oss2
```

### Byteplus & Volcengine - Torch Object Storage

- Byteplus [Region and Endpoint](https://docs.byteplus.com/en/docs/tos/docs-region-and-endpoint)
- Volcengine [Region and Endpoint](https://www.volcengine.com/docs/6349/107356)

#### S3 Compatible API

- Byteplus [Compatibility with Amazon S3](https://docs.byteplus.com/en/docs/tos/docs-compatibility-with-amazon-s3)
- Volcengine [Compatibility with Amazon S3](https://www.volcengine.com/docs/6349/147050)


#### TOS SDK

- `TOS_ENDPOINT_URL`
- `TOS_ACCESS_KEY_ID` `TOS_SECRET_ACCESS_KEY`
- `TOS_DEFAULT_REGION`
- [ve-tos-python-sdk](https://github.com/volcengine/ve-tos-python-sdk)

```bash
pip install tos
```

## Test cases

**before run test cases, you need to prepare the test bucket.**
niuke-dianqigongchengshi-qiuzhi-jingyan-fenxiang-2021-2022-fix1 2025.3.25.0
牛客电气工程师求职经验分享 2021~2022
Requires Python: >=3.6

# 牛客电气工程师求职经验分享 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-dianqigongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-dianqigongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-dianqigongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
niuke-dianqigongchengshi-qiuzhi-jingyan-fenxiang-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-dianqigongchengshi-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer
niuke-dianqigongchengshi-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
proxygetter 0.2.3
A utility to get and filter free proxies

# proxygetter

## Description

`proxygetter` is a Python library that provides a fast and customizable way to scrape, filter, and manage proxies. It's powered by asyncio and aiohttp to validate proxies asynchronously. Originally designed to scrape from [sslproxies.org](https://www.sslproxies.org/), it now supports customizable sources and multiple filters.

## Installation

Install the package via pip:

```bash
pip install proxygetter
```

## Features

### Proxy Management

Manage your proxies with ease using the `ProxyManager` class.

```python
from proxygetter import ProxyManager
manager = ProxyManager()
```

### Advanced Filters

Get proxies using advanced filters like country code, anonymity, https support, Google compatibility, and last checked time.

```python
proxies = manager.get_proxies(country_code='US', anonymity='elite proxy', https=True, google=True, last_checked_max=600)
```

### Fetch a Random Proxy

You can fetch a random proxy based on specified filters.

```python
proxy = manager.get_random_proxy(country_code='US', https=True)
```

### Proxy Information

Access details about each proxy through the `Proxy` class.

```python
proxy = proxies[0]
print(proxy.get_requests_format())
print(proxy.get_selenium_format())
```

### Environment Configuration

Configure default user agent and timeout using environment variables.

```bash
export PROXY_URL_CHECKER_USER_AGENT=your_user_agent
export PROXY_URL_CHECKER_TIMEOUT=your_timeout_value
```

## License

This project is under the MIT License - see the [LICENSE](LICENSE) file for details.

## Upcoming Features

- Proxy blacklisting
- Additional proxy databases
- Enhanced documentation and examples

Feel free to contribute or suggest improvements.
niuke-anquan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022-fix1 2025.3.25.0
牛客安全工程师求职经验分享 2021~2022
Requires Python: >=3.6

# 牛客安全工程师求职经验分享 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niuke-anquan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
docker run -tid -p <port>:80 apachecn0/niuke-anquan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-anquan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022
niuke-anquan-gongchengshi-qiuzhi-jingyan-fenxiang-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-anquan-gongchengshi-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer
niuke-anquan-gongchengshi-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niuke-2021-hulianwang-xiaozhao-kaigua-gonglve-jishu-pian-fix1 2025.3.25.0
牛客 2021 互联网校招开挂攻略技术篇
Requires Python: >=3.6

# 牛客 2021 互联网校招开挂攻略技术篇

## 下载

### Docker

```
docker pull apachecn0/niuke-2021-hulianwang-xiaozhao-kaigua-gonglve-jishu-pian
docker run -tid -p <port>:80 apachecn0/niuke-2021-hulianwang-xiaozhao-kaigua-gonglve-jishu-pian
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niuke-2021-hulianwang-xiaozhao-kaigua-gonglve-jishu-pian
niuke-2021-hulianwang-xiaozhao-kaigua-gonglve-jishu-pian <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niuke-erlingeryi-hulianwang-xiaozhao-kaigua-gonglve-jishu-pian
niuke-erlingeryi-hulianwang-xiaozhao-kaigua-gonglve-jishu-pian <port>
# 访问 http://localhost:{port} 查看文档
```
niu-keyun-yinggang-qiuzhi-jingyan-fenxiang-2021-2022-fix1 2025.3.25.0
牛客运营岗求职经验分享 2021~2022
Requires Python: >=3.6

# 牛客运营岗求职经验分享 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niu-keyun-yinggang-qiuzhi-jingyan-fenxiang-2021-2022
docker run -tid -p <port>:80 apachecn0/niu-keyun-yinggang-qiuzhi-jingyan-fenxiang-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niu-keyun-yinggang-qiuzhi-jingyan-fenxiang-2021-2022
niu-keyun-yinggang-qiuzhi-jingyan-fenxiang-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niu-keyun-yinggang-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer
niu-keyun-yinggang-qiuzhi-jingyan-fenxiang-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
niu-keyun-yinggang-mianshi-zhenti-baodian-2021-2022-fix1 2025.3.25.0
牛客运营岗面试真题宝典 2021~2022
Requires Python: >=3.6

# 牛客运营岗面试真题宝典 2021~2022

## 下载

### Docker

```
docker pull apachecn0/niu-keyun-yinggang-mianshi-zhenti-baodian-2021-2022
docker run -tid -p <port>:80 apachecn0/niu-keyun-yinggang-mianshi-zhenti-baodian-2021-2022
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install niu-keyun-yinggang-mianshi-zhenti-baodian-2021-2022
niu-keyun-yinggang-mianshi-zhenti-baodian-2021-2022 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g niu-keyun-yinggang-mianshi-zhenti-baodian-erlingeryi-erlingerer
niu-keyun-yinggang-mianshi-zhenti-baodian-erlingeryi-erlingerer <port>
# 访问 http://localhost:{port} 查看文档
```
nanjingdaxue-jisuanjikexue-yu-jishu-xi-jisuanjixitong-jichu-kecheng-shiyan-2021-fix1 2025.3.25.0
南京大学计算机科学与技术系计算机系统基础课程实验 2021
Requires Python: >=3.6

# 南京大学计算机科学与技术系计算机系统基础课程实验 2021

## 下载

### Docker

```
docker pull apachecn0/nanjingdaxue-jisuanjikexue-yu-jishu-xi-jisuanjixitong-jichu-kecheng-shiyan-2021
docker run -tid -p <port>:80 apachecn0/nanjingdaxue-jisuanjikexue-yu-jishu-xi-jisuanjixitong-jichu-kecheng-shiyan-2021
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install nanjingdaxue-jisuanjikexue-yu-jishu-xi-jisuanjixitong-jichu-kecheng-shiyan-2021
nanjingdaxue-jisuanjikexue-yu-jishu-xi-jisuanjixitong-jichu-kecheng-shiyan-2021 <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g nanjingdaxue-jisuanjikexue-yu-jishu-xi-jisuanjixitong-jichu-kecheng-shiyan-erlingeryi
nanjingdaxue-jisuanjikexue-yu-jishu-xi-jisuanjixitong-jichu-kecheng-shiyan-erlingeryi <port>
# 访问 http://localhost:{port} 查看文档
```
mit-jisuanjijiaoyu-zhong-queshi-de-yike-fix1 2025.3.25.0
MIT 计算机教育中缺失的一课
Requires Python: >=3.6

# MIT 计算机教育中缺失的一课

## 下载

### Docker

```
docker pull apachecn0/mit-jisuanjijiaoyu-zhong-queshi-de-yike
docker run -tid -p <port>:80 apachecn0/mit-jisuanjijiaoyu-zhong-queshi-de-yike
# 访问 http://localhost:{port} 查看文档
```

### PYPI

```
pip install mit-jisuanjijiaoyu-zhong-queshi-de-yike
mit-jisuanjijiaoyu-zhong-queshi-de-yike <port>
# 访问 http://localhost:{port} 查看文档
```

### NPM

```
npm install -g mit-jisuanjijiaoyu-zhong-queshi-de-yike
mit-jisuanjijiaoyu-zhong-queshi-de-yike <port>
# 访问 http://localhost:{port} 查看文档
```
grape-bds 0.1.3
Grammatical Evolution framework built with DEAP
Requires Python: >=3.6

# GRAPE: Grammatical Algorithms in Python for Evolution

[GRAPE](https://www.mdpi.com/2624-6120/3/3/39) is an implementation of Grammatical Evolution (GE) in [DEAP](https://deap.readthedocs.io/en/master/), an Evolutionary Computation framework in Python,

## Usage

```python
import grape
from grape import algorithms

BNF_GRAMMAR = grape.Grammar("heartDisease.bnf")

population, logbook = algorithms.ge_eaSimpleWithElitism(
        population,
        toolbox,
        cxpb=P_CROSSOVER,
        mutpb=P_MUTATION,
        ngen=N_GEN,
        elite_size=ELITE_SIZE,
        bnf_grammar=BNF_GRAMMAR,
        codon_size=CODON_SIZE,
        max_tree_depth=MAX_TREE_DEPTH,
        codon_consumption=CODON_CONSUMPTION,
        report_items=REPORT_ITEMS,
        genome_representation=GENOME_REPRESENTATION,
        stats=stats,
        halloffame=hof,
        verbose=False
    )
```

How to cite:

```
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Enrique Naredo, Joseph P.
Sullivan, and Conor Ryan. 2022. GRAPE: Grammatical Algorithms in Python for
Evolution. Signals 3, 3 (2022), 642–663. https://doi.org/10.3390/signals3030039
```