pandas gpt 下载 - pandas gpt 源代码下载

熊猫GPT

其他源码

1.0.0

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`pandas-gpt`

使用 ChatGPT 增强您的数据科学工作流程。

pandas-gpt是一个 Python 库，可以使用 ChatGPT 提示对 pandas DataFrame 执行几乎所有操作。

安装

pip install pandas-gpt

将OPENAI_API_KEY环境变量设置为您的 OpenAI API 密钥，或使用以下代码片段：

 import openai
openai . api_key = ''

示例

此Google Colab 笔记本中提供了设置和使用示例。

 import pandas as pd
import pandas_gpt

df = pd . DataFrame ( 'https://gist.githubusercontent.com/bluecoconut/9ce2135aafb5c6ab2dc1d60ac595646e/raw/c93c3500a1f7fae469cba716f09358cfddea6343/sales_demo_with_pii_and_all_states.csv' )

# Data transformation
df = df . ask ( 'drop purchases from Laurenchester, NY' )
df = df . ask ( 'add a new Category column with values "cheap", "regular", or "expensive"' )

# Queries
weekday = df . ask ( 'which day of the week had the largest number of orders?' )
top_10 = df . ask ( 'what are the top 10 most popular products, as a table' )

# Plotting
df . ask ( 'plot monthly and hourly sales' )
top_10 . ask ( 'horizontal bar plot with pastel colors' )

# Allow changes to original dataset
df . ask ( 'do something interesting' , mutable = True )

# Show source code before running
df . ask ( 'convert prices from USD to GBP' , verbose = True )

其他主机

如果您想使用不同的 API 主机，例如 Azure OpenAI 服务：

 import openai
openai . api_type = 'azure'
openai . api_base = ''
openai . api_version = ''
openai . api_key = ''

import pandas_gpt
# pandas_gpt.model = '' # Default is 'gpt-3.5-turbo'
pandas_gpt . completion_config = {
  'engine' : '' ,
  # 'deployment_id': '',
}