pandas.tools 在哪里？

Question

安装后 pandas ：

 idf:~/Documents/python/plot$ pip3 install pandas --user
Collecting pandas
  Using cached https://files.pythonhosted.org/packages/f9/e1/4a63ed31e1b1362d40ce845a5735c717a959bda992669468dae3420af2cd/pandas-0.24.0-cp36-cp36m-manylinux1_x86_64.whl
Requirement already satisfied: numpy>=1.12.0 in /home/idf/.local/lib/python3.6/site-packages (from pandas) (1.15.4)
Requirement already satisfied: pytz>=2011k in /home/idf/.local/lib/python3.6/site-packages (from pandas) (2018.7)
Requirement already satisfied: python-dateutil>=2.5.0 in /home/idf/.local/lib/python3.6/site-packages (from pandas) (2.7.5)
Requirement already satisfied: six>=1.5 in /home/idf/.local/lib/python3.6/site-packages (from python-dateutil>=2.5.0->pandas) (1.12.0)
zipline 1.3.0 has requirement pandas<=0.22,>=0.18.1, but you'll have pandas 0.24.0 which is incompatible.
Installing collected packages: pandas
Successfully installed pandas-0.24.0
idf:~/Documents/python/plot$

我尝试加载 pandas.tools ，

 from pandas.tools.plotting import autocorrelation_plot

ModuleNotFoundError                       Traceback (most recent call last)
<ipython-input-52-e11ce94b8d5d> in <module>
----> 1 from pandas.tools.plotting import autocorrelation_plot

ModuleNotFoundError: No module named 'pandas.tools'

我如何访问 pandas.tools ？

原文由 Ivan 发布，翻译遵循 CC BY-SA 4.0 许可协议

Answer 1

包 pandas.tools.plotting 已移至 pandas.plotting 在 此提交 中，作为 Pandas 中 #16005 和 #12548 的一部分 0.20.0

最近，在 Pandas #23376 中 发布的 Pandas 0.24.0 中，已弃用的 pandas.tools 包，之前允许 pandas.tools.plotting 被删除了 keep-working-to.

因此，一旦您允许 Pandas 升级到 0.24.0 或更高版本，您将需要替换来自 pandas.tools.plotting 的导入，而不是来自 pandas.plotting

原文由 javabrett 发布，翻译遵循 CC BY-SA 4.0 许可协议