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python安装包版本对应：opencv-python，scikit-learn，matplotlib，numpy，scipy（版本对应，paddlex官方提供）_numpy和scipy版本匹配

作者：Li_阴宅 | 2024-07-22 17:01:44

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numpy和scipy版本匹配

安装paddlex，官方会自动匹配对应的opencv-opencv，scikit-learn，matplotlib，numpy，scipy版本。

先安装paddle，我不需要gpu，所以选择cpu安装。

pip install paddlepaddle==2.2.1 -i https://mirror.baidu.com/pypi/simple

GPU的安装方式如下

  1. # CUDA10.1
  2. pip install paddlepaddle-gpu==2.2.1.post101 -f https://www.paddlepaddle.org.cn/whl/linux/mkl/avx/stable.html

然后安装paddlex

paddlex的快速安装方法。中途可能有报错和预警，不用担心，慢慢等待，它会自动把缺少的安装包补全，最后成功安装paddlex，对应的版本依赖opencv-python，scikit-learn，matplotlib，numpy，scipy也被安装。

pip install paddlex -i https://pypi.tuna.tsinghua.edu.cn/simple

安装过程，最后安装成功success 

  1. (paddlex) C:\Users\YANG>pip install paddlex -i https://pypi.tuna.tsinghua.edu.cn/simple
  2. Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
  3. Collecting paddlex
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  12.   Installing build dependencies ... done
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  159.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/54/73/56c89b343befb9c63e8117294d265458f0ff726fa2abcdc6bb5ec5e66a1a/nodeenv-1.6.0-py2.py3-none-any.whl (21 kB)
  160. Collecting importlib-resources<5.3
  161.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/11/8e/84a6a778a1160cefcef1192a7bd26e4e6689981553aff13c2b2b6f1c352f/importlib_resources-5.2.3-py3-none-any.whl (27 kB)
  162. Collecting cfgv>=2.0.0
  163.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/6d/82/0a0ebd35bae9981dea55c06f8e6aaf44a49171ad798795c72c6f64cba4c2/cfgv-3.3.1-py2.py3-none-any.whl (7.3 kB)
  164. Collecting distlib<1,>=0.3.1
  165.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/ac/a3/8ee4f54d5f12e16eeeda6b7df3dfdbda24e6cc572c86ff959a4ce110391b/distlib-0.3.4-py2.py3-none-any.whl (461 kB)
  166.      |████████████████████████████████| 461 kB 285 kB/s
  167. Collecting platformdirs<3,>=2
  168.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/b1/78/dcfd84d3aabd46a9c77260fb47ea5d244806e4daef83aa6fe5d83adb182c/platformdirs-2.4.0-py3-none-any.whl (14 kB)
  169. Collecting filelock<4,>=3.2
  170.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/84/ce/8916d10ef537f3f3b046843255f9799504aa41862bfa87844b9bdc5361cd/filelock-3.4.1-py3-none-any.whl (9.9 kB)
  171. Collecting pluggy<2.0,>=0.12
  172.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/9e/01/f38e2ff29715251cf25532b9082a1589ab7e4f571ced434f98d0139336dc/pluggy-1.0.0-py2.py3-none-any.whl (13 kB)
  173. Collecting py>=1.8.2
  174.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/f6/f0/10642828a8dfb741e5f3fbaac830550a518a775c7fff6f04a007259b0548/py-1.11.0-py2.py3-none-any.whl (98 kB)
  175.      |████████████████████████████████| 98 kB 353 kB/s
  176. Collecting tomli>=1.0.0
  177.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/05/e4/74f9440db36734d7ba83c574c1e7024009ce849208a41f90e94a134dc6d1/tomli-1.2.3-py3-none-any.whl (12 kB)
  178. Collecting attrs>=19.2.0
  179.   Using cached https://pypi.tuna.tsinghua.edu.cn/packages/be/be/7abce643bfdf8ca01c48afa2ddf8308c2308b0c3b239a44e57d020afa0ef/attrs-21.4.0-py2.py3-none-any.whl (60 kB)
  180. Collecting atomicwrites>=1.0
  181.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/2c/a0/da5f49008ec6e9a658dbf5d7310a4debd397bce0b4db03cf8a410066bb87/atomicwrites-1.4.0-py2.py3-none-any.whl (6.8 kB)
  182. Collecting iniconfig
  183.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/9b/dd/b3c12c6d707058fa947864b67f0c4e0c39ef8610988d7baea9578f3c48f3/iniconfig-1.1.1-py2.py3-none-any.whl (5.0 kB)
  184. Collecting packaging
  185.   Using cached https://pypi.tuna.tsinghua.edu.cn/packages/05/8e/8de486cbd03baba4deef4142bd643a3e7bbe954a784dc1bb17142572d127/packaging-21.3-py3-none-any.whl (40 kB)
  186. Collecting py-cpuinfo
  187.   Downloading https://pypi.tuna.tsinghua.edu.cn/packages/e6/ba/77120e44cbe9719152415b97d5bfb29f4053ee987d6cb63f55ce7d50fadc/py-cpuinfo-8.0.0.tar.gz (99 kB)
  188.      |████████████████████████████████| 99 kB 78 kB/s
  189. Collecting charset-normalizer~=2.0.0
  190.   Using cached https://pypi.tuna.tsinghua.edu.cn/packages/06/b3/24afc8868eba069a7f03650ac750a778862dc34941a4bebeb58706715726/charset_normalizer-2.0.12-py3-none-any.whl (39 kB)
  191. Requirement already satisfied: certifi>=2017.4.17 in c:\users\yang\.conda\envs\paddlex\lib\site-packages (from requests->visualdl>=2.2.2->paddlex) (2020.6.20)
  192. Collecting urllib3<1.27,>=1.21.1
  193.   Using cached https://pypi.tuna.tsinghua.edu.cn/packages/4e/b8/f5a25b22e803f0578e668daa33ba3701bb37858ec80e08a150bd7d2cf1b1/urllib3-1.26.8-py2.py3-none-any.whl (138 kB)
  194. Collecting idna<4,>=2.5
  195.   Using cached https://pypi.tuna.tsinghua.edu.cn/packages/04/a2/d918dcd22354d8958fe113e1a3630137e0fc8b44859ade3063982eacd2a4/idna-3.3-py3-none-any.whl (61 kB)
  196. Building wheels for collected packages: bce-python-sdk, future, lap, pycocotools, py-cpuinfo
  197.   Building wheel for bce-python-sdk (setup.py) ... done
  198.   Created wheel for bce-python-sdk: filename=bce_python_sdk-0.8.64-py3-none-any.whl size=202973 sha256=6506ca69cfcb6230d21780c88066aa2ab3133146570f1d4b18cba58d6fea0243
  199.   Stored in directory: c:\users\yang\appdata\local\pip\cache\wheels\4d\01\4a\0ddb9526bd30d94e4ba9d333ed1f462272e55724ee22ea338d
  200.   Building wheel for future (setup.py) ... done
  201.   Created wheel for future: filename=future-0.18.2-py3-none-any.whl size=491070 sha256=b5e3539159bb896cb66347efef94df602803a3f135ba32765d00b1832666ec84
  202.   Stored in directory: c:\users\yang\appdata\local\pip\cache\wheels\f3\f6\70\8b2bba44d8bf6ee5b7eac561416d9ef5c28dd2320490fc0f1f
  203.   Building wheel for lap (setup.py) ... error
  204.   ERROR: Command errored out with exit status 1:
  205.    command: 'C:\Users\YANG\.conda\envs\paddlex\python.exe' -u -c 'import io, os, sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\\Users\\YANG\\AppData\\Local\\Temp\\pip-install-1hy88ulz\\lap_764d663aaec3442d8df15524e446822b\\setup.py'"'"'; __file__='"'"'C:\\Users\\YANG\\AppData\\Local\\Temp\\pip-install-1hy88ulz\\lap_764d663aaec3442d8df15524e446822b\\setup.py'"'"';f = getattr(tokenize, '"'"'open'"'"', open)(__file__) if os.path.exists(__file__) else io.StringIO('"'"'from setuptools import setup; setup()'"'"');code = f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' bdist_wheel -d 'C:\Users\YANG\AppData\Local\Temp\pip-wheel-jzj39cx1'
  206.        cwd: C:\Users\YANG\AppData\Local\Temp\pip-install-1hy88ulz\lap_764d663aaec3442d8df15524e446822b\
  207.   Complete output (12 lines):
  208.   Partial import of lap during the build process.
  209.   Traceback (most recent call last):
  210.     File "C:\Users\YANG\AppData\Local\Temp\pip-install-1hy88ulz\lap_764d663aaec3442d8df15524e446822b\setup.py", line 127, in get_numpy_status
  211.       import numpy
  212.   ModuleNotFoundError: No module named 'numpy'
  213.   Traceback (most recent call last):
  214.     File "<string>", line 1, in <module>
  215.     File "C:\Users\YANG\AppData\Local\Temp\pip-install-1hy88ulz\lap_764d663aaec3442d8df15524e446822b\setup.py", line 236, in <module>
  216.       setup_package()
  217.     File "C:\Users\YANG\AppData\Local\Temp\pip-install-1hy88ulz\lap_764d663aaec3442d8df15524e446822b\setup.py", line 220, in setup_package
  218.       raise ImportError('lap requires numpy, '
  219.   ImportError: lap requires numpy, please "pip install numpy".
  220.   ----------------------------------------
  221.   ERROR: Failed building wheel for lap
  222.   Running setup.py clean for lap
  223.   Building wheel for pycocotools (PEP 517) ... done
  224.   Created wheel for pycocotools: filename=pycocotools-2.0.4-cp36-cp36m-win_amd64.whl size=77785 sha256=5fec0452ac6867a85083d05ac136f44412bd554613d5d45cf81eba21a5ca5fbf
  225.   Stored in directory: c:\users\yang\appdata\local\pip\cache\wheels\e2\0a\e4\f5e1af023bac56d2417778c70b50edb3e5884f30f93faaa19b
  226.   Building wheel for py-cpuinfo (setup.py) ... done
  227.   Created wheel for py-cpuinfo: filename=py_cpuinfo-8.0.0-py3-none-any.whl size=22257 sha256=08b366f8e546aef61201b5a501f963d866d68948a297eab4c4befbaf64c8bb86
  228.   Stored in directory: c:\users\yang\appdata\local\pip\cache\wheels\ff\90\2a\381af46cb9292ed2cc2ab68f0cb7dae88d07bbd4a0c49ea6f1
  229. Successfully built bce-python-sdk future pycocotools py-cpuinfo
  230. Failed to build lap
  231. Installing collected packages: zipp, typing-extensions, pyparsing, MarkupSafe, importlib-metadata, dataclasses, colorama, Werkzeug, tomli, six, pytz, py, pluggy, platformdirs, packaging, Jinja2, itsdangerous, iniconfig, importlib-resources, filelock, distlib, click, attrs, atomicwrites, virtualenv, urllib3, toml, pyyaml, python-dateutil, pytest, pyflakes, pycryptodome, pycodestyle, py-cpuinfo, pillow, numpy, nodeenv, mccabe, kiwisolver, idna, identify, future, flask, cycler, charset-normalizer, cfgv, Babel, xmltodict, tqdm, threadpoolctl, shellcheck-py, scipy, requests, pyzmq, pytest-benchmark, protobuf, pre-commit, pandas, opencv-python, matplotlib, joblib, Flask-Babel, flake8-import-order, flake8, et-xmlfile, bce-python-sdk, visualdl, shapely, scikit-learn, pycocotools, paddleslim, openpyxl, motmetrics, lap, flask-cors, chardet, paddlex
  232.     Running setup.py install for lap ... done
  233.   DEPRECATION: lap was installed using the legacy 'setup.py install' method, because a wheel could not be built for it. A possible replacement is to fix the wheel build issue reported above. You can find discussion regarding this at https://github.com/pypa/pip/issues/8368.
  234. Successfully installed Babel-2.9.1 Flask-Babel-2.0.0 Jinja2-3.0.3 MarkupSafe-2.0.1 Werkzeug-2.0.3 atomicwrites-1.4.0 attrs-21.4.0 bce-python-sdk-0.8.64 cfgv-3.3.1 chardet-4.0.0 charset-normalizer-2.0.12 click-8.0.4 colorama-0.4.4 cycler-0.11.0 dataclasses-0.8 distlib-0.3.4 et-xmlfile-1.1.0 filelock-3.4.1 flake8-4.0.1 flake8-import-order-0.18.1 flask-2.0.3 flask-cors-3.0.10 future-0.18.2 identify-2.4.4 idna-3.3 importlib-metadata-4.2.0 importlib-resources-5.2.3 iniconfig-1.1.1 itsdangerous-2.0.1 joblib-1.1.0 kiwisolver-1.3.1 lap-0.4.0 matplotlib-3.3.4 mccabe-0.6.1 motmetrics-1.2.0 nodeenv-1.6.0 numpy-1.19.5 opencv-python-4.5.5.64 openpyxl-3.0.9 packaging-21.3 paddleslim-2.2.1 paddlex-2.1.0 pandas-1.1.5 pillow-8.4.0 platformdirs-2.4.0 pluggy-1.0.0 pre-commit-2.17.0 protobuf-3.19.4 py-1.11.0 py-cpuinfo-8.0.0 pycocotools-2.0.4 pycodestyle-2.8.0 pycryptodome-3.14.1 pyflakes-2.4.0 pyparsing-3.0.7 pytest-7.0.1 pytest-benchmark-3.4.1 python-dateutil-2.8.2 pytz-2021.3 pyyaml-6.0 pyzmq-22.3.0 requests-2.27.1 scikit-learn-0.23.2 scipy-1.5.4 shapely-1.8.1.post1 shellcheck-py-0.8.0.3 six-1.16.0 threadpoolctl-3.1.0 toml-0.10.2 tomli-1.2.3 tqdm-4.63.0 typing-extensions-4.1.1 urllib3-1.26.8 virtualenv-20.13.3 visualdl-2.2.3 xmltodict-0.12.0 zipp-3.6.0

展示一下安装的匹配库：

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