semvec/pypi-packages huggingface dataset:
grandma-stock-valuation 0.2.2
A simple, manageable valuation tool and portfolio builder for retail investors.
License: MIT
Requires Python: >=3.7

# Grandma Stock Valuation (GSV)
*A simple, manageable valuation tool and portfolio builder for retail investors - even grandma can use it!*
<br>
* Valuate instrument with historical trend - no sophiscated technical analysis
* Build a flexible portfolio with your personal interest
* Invest at your own pace - you can even trade only once per month/quarter
* Back your investment decision with firm numbers - no more frustration from all the media noise!

<br>

## Installation
### Dependencies
grandma-stock-valuation requires
* Python (>=3.7)
* NumPy
* pandas
* scikit-learn
* Plotly
* kaleido

<br>

### User Installation
If you already have the dependencies installed, you can install grandma-stock-valuation using `pip`:

    pip install -U grandma-stock-valuation

<br>

## Documentation and Examples

Please refer to https://github.com/gowestyang/grandma-stock-valuation/tree/main/doc for detailed documentations and examples:
* Step-by-step guide to use the package, with python scripts and package data.
    * Query data from Yahoo Finance
    * Valuate stocks with Grandma Stock Valuation model, and visualize the result
    * Construct a portfolio with Grandma Portfolio Allocation
    * Back-test (WIP)
* Detailed explaination to the parameters, math and design considerations.
yucebio-yc2-adaptor 2.0.3
Yucebio YC2 WdlAdaptor
License: MIT
Requires Python: >=3.9

# Yucebio Wdl适配器

- 根据不同云平台的Cromwell基础设施将通用的workflow内容转换适合对应平台的版本
- 已经支持的云
    - Yucebio 本地SGE集群
    - 阿里云批量计算平台
    - 亚马逊云Batch平台
- 适配器安装成功后会在本地python环境中添加`yc2_wdl`的命令行工具.使用人员可以通过输入该命令检查是否安装成功.
- 适配器目前提供了6个子命令
    - `yc2_wdl version`: 查看版本信息. 目前应当是 1.0.0
    - `yc2_wdl login`: 用于登录, 使用适配器必须先登录
    - `yc2_wdl config`: 用于配置Cromwell 和 API
    - `yc2_wdl adaptor`: 用于投递作业
        - `yc2_wdl adaptor submit` 生产人员投递通用流程
        - `yc2_wdl adaptor restart` 生产人员重投作业, 重投之前,需要先中止运行中的作业
        - `yc2_wdl adaptor abort` 中止作业
        - `yc2_wdl adaptor convert` 生信研发人员投递(或重新投递)开发中的流程作业
        - `yc2_wdl adaptor update-bcs-instance` 生信研发人员更新本地阿里云实例配置信息.避免因阿里云平台实例类型错误导致分析失败
    - `yc2_wdl api`: 提供API相关的辅助命令
        - `yc2_wdl api sync-backends` 将本地Cromwell配置上传到服务器或从服务器下载Cromwell配置到本地
        - `yc2_wdl api list-backends` 列出服务器上保存的Cromwell配置
        - `yc2_wdl api link-job` 该命令用于管理历史作业, 手动将历史作业信息上传到服务器.
        - `yc2_wdl api export-workflow` 导出作业适配后的JSON或WDL内容
    - `yc2_wdl monitor`: 提供查询作业信息相关的辅助命令
        - `yc2_wdl monitor query`: 基于Cromwell原生接口查询指定Cromwell服务器上的所有作业信息
        - `yc2_wdl monitor ls`: 查询个人(JSON中的owner)投递的作业.
    - **所有子命令（和二级子命令）支持最小前缀匹配的简写模式，即根据子命令前缀自动识别要执行的命令**

# 安装

```bash
# 初始化环境，如通过conda初始化python>=3.9的环境
$ conda create -n python3.9 python=3.9

# 安装
$ pip install Yucebio-Wdladaptor

# 使用
$ yc2_wdl --help
```

# [详细使用说明](yucebio/README.md)

# [更新日志](CHANGELOG.md)

# 附录

## 各个平台可用自定义RUNTIME属性

**通用属性**
- cpu
- memory

**阿里云**
- rescource_type 控制生成竞价型或按需型实例
- systemDisk
- cluster
- mounts, vpc
- continueOnReturnCode, failOnStderr

**SGE**
- owner： 指定sge任务属主
- 'cpu', 'memory', "sge_queue", "sge_project", "mount", 'continueOnReturnCode'
- simg

**亚马逊**
- cpu
- memory
- docker
- disk