python 从ubantu环境迁移到windows环境

下载安装Anaconda3

Anaconda3-2021.05-Windows-x86_64.exe

默认安装目录

C:\ProgramData\Anaconda3

可以启动Anaconda查看不同的环境

也可打开Powershell进行命令行操作

创建一个Python36环境

这里用到了tensorflow1.8，只能安装python36

conda create --name tf1 python=3.6
conda env list

PS D:\wks_ai> conda env list
# conda environments:
#
base                  *  C:\ProgramData\Anaconda3
tf1                      C:\Users\len\.conda\envs\tf1

(base) PS C:\Users\len> conda activate tf1
(tf1) PS C:\Users\len> python
Python 3.6.13 |Anaconda, Inc.| (default, Mar 16 2021, 11:37:27) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>>

vscode配置

ctrl + Shift + P

选择解释器

从原环境中导出一份pip list

pip freeze > tf1.txt

absl-py==0.13.0
astor==0.8.1
bleach==1.5.0
certifi==2021.5.30
cycler==0.10.0
dataclasses==0.8
gast==0.5.0
grpcio==1.38.1
html5lib==0.9999999
importlib-metadata==4.6.1
joblib==1.0.1
Keras==2.0.0
kiwisolver==1.3.1
Markdown==3.3.4
matplotlib==3.3.4
numpy==1.18.1
pandas==1.1.5
Pillow==8.3.1
protobuf==3.17.3
pyparsing==2.4.7
python-dateutil==2.8.1
pytz==2021.1
PyYAML==5.4.1
scikit-learn==0.24.2
scipy==1.5.4
six==1.16.0
sklearn==0.0
tensorboard==1.8.0
tensorflow==1.8.0
termcolor==1.1.0
threadpoolctl==2.2.0
typing-extensions==3.10.0.0
Werkzeug==2.0.1
zipp==3.5.0

依次安装下面这些包

pip install numpy==1.18.1
pip install matplotlib==3.3.4
pip install pandas==1.1.5
pip install scikit-learn==0.24.2
pip install six==1.16.0
pip install zipp==3.5.0
pip install tensorflow==1.8.0
pip install Keras==2.0.0

windows环境补充安装

 pip install win_unicode_console

 

 

设置自定义python模块路径

python -c "print('\n'.join(__import__('sys').path))"

(base) ai@ai:/opt/app/anaconda3/envs/py37/lib/python3.7/site-packages$ conda activate py37
(py37) ai@ai:/opt/app/anaconda3/envs/py37/lib/python3.7/site-packages$ python -c "print('\n'.join(__import__('sys').path))"

/opt/aidoc/aitools/ait
/opt/app/anaconda3/envs/py37/lib/python37.zip
/opt/app/anaconda3/envs/py37/lib/python3.7
/opt/app/anaconda3/envs/py37/lib/python3.7/lib-dynload
/opt/app/anaconda3/envs/py37/lib/python3.7/site-packages
(py37) ai@ai:/opt/app/anaconda3/envs/py37/lib/python3.7/site-packages$ cd /opt/app/anaconda3/envs/py37/lib/python3.7/site-packages
(py37) ai@ai:/opt/app/anaconda3/envs/py37/lib/python3.7/site-packages$ vim ait.pth
(py37) ai@ai:/opt/app/anaconda3/envs/py37/lib/python3.7/site-packages$
(py37) ai@ai:/opt/app/anaconda3/envs/py37/lib/python3.7/site-packages$ cat ait.pth
/opt/aisty/doc/aitools/ait