在 Colab 中安装 Python talos 时出错

Question

我需要

talos

进行超参数网格搜索，我正在 google colab 工作。

当我在 colab 中运行

pip install talos

时，出现此错误：

Collecting talos
  Downloading talos-1.3-py3-none-any.whl (56 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 56.4/56.4 kB 1.7 MB/s eta 0:00:00
Requirement already satisfied: tensorflow>=2.0.0 in /usr/local/lib/python3.10/dist-packages (from talos) (2.15.0)
Requirement already satisfied: statsmodels>=0.11.0 in /usr/local/lib/python3.10/dist-packages (from talos) (0.14.1)
Requirement already satisfied: wrangle in /usr/local/lib/python3.10/dist-packages (from talos) (0.7.3)
Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from talos) (1.25.2)
Requirement already satisfied: pandas in /usr/local/lib/python3.10/dist-packages (from talos) (2.0.3)
Collecting astetik (from talos)
  Using cached astetik-1.13-py3-none-any.whl (5.4 MB)
Collecting sklearn (from talos)
  Using cached sklearn-0.0.post12.tar.gz (2.6 kB)
  error: subprocess-exited-with-error
  
  × python setup.py egg_info did not run successfully.
  │ exit code: 1
  ╰─> See above for output.
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  Preparing metadata (setup.py) ... error
error: metadata-generation-failed

× Encountered error while generating package metadata.
╰─> See above for output.

note: This is an issue with the package mentioned above, not pip.
hint: See above for details.

我已卸载

scikit-learn 

并重新安装。

numpy

、

scipy

和

wrangle

均已安装且是最新的。

我已经下载了主

talos

文件并尝试从本地目录安装。

我继续收到此错误，并且不确定接下来要排除什么问题。

Answer 1

此问题已在 Talos 1.4 版本中得到解决，该版本目前为当前版本。