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Problms of Anaconda with Different versions of numpy

I'm so sorry to bother you with my stupid question. Due to my mismanagement of the anaconda installation package location, I may have used pip and conda to install numpy many times.
But now, after I manually corrected the installation location, numpy1.20.3 was correctly installed in E:\Anaconda\Lib\ site-packages\numpy. It seems that the problem has been solved, but when I opened the Anaconda pkg folder, I found a lot of files related to the 1.15 version of numpy.
I am very curious and want to know whether I can delete these files manually, and only keep the 1.20 version of numpy? I also want to know how these files are generated, are they the undeleted files left when I uninstalled the old version of numpy with conda or pip before?
Hope you won't be bothered by my stupidity.I would be very grateful if you could share some understanding on these issues!
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I looked over your problem and it's safe to say that, you can manually delete all the files of the older version of your Numpy (1.15).
Those files are kept by your machine by default, in case you re-install the
particular version for everything to function and works properly.
It had happened to me too, in my case, it was some other module but the same problem.

Pycharm "Cannot find reference" when OpenCV is in a venv python 3.10

EDIT- Things I tried
*This question is the same, but the solutions there did not solve my problem. I didn't have a DLLs folder so I made one, tried both with and without deleting the file in site-packages/cv2/
*I checked this and this and couldn't make it work.
*I also tried to delete opencv-python from my base interpreter and only download it on the venv, but still didn't work.
*I also tried to invalidate cache/ restart multiple times.
*I also tried to delete python and pycharm completely. When I upgraded to 3.10 I couldn't even install opencv. When I tried 3.8 again the same problem accoured.
I wanted to download ML libraries to Pycharm (python 3.8). Initially I just added them (e.g. opencv-python) in the python interpreter itself (Settings > Project > Python interpreter) and it worked fine (So now my regular interpreter has a bunch of libraries on it).
Then I read it's better practice to make a new venv and download the libraries there. I created a new environment:
Then I entered the new interpreter and added opencv-python (plus sign > searched for this > Install package):
After that I made a short script that needs cv2. Pycharm couldn't import cv2, but the script runs correctly (displays the image) when "run" is pressed.
If I switch interpreter to the regular one it recognizes the cv2 methods and autocomplete me.

I solved it using anaconda.
The first time I tried it didn't work, so it's probably a problem with having non-ascii username (again). I had the .conda folder in a path which contained non-ascii, as well as the anaconda3 itself installed in a different place
To install it correctly:
Uninstall both anaconda, pycharm (uninstall other pythons if you have them).
2. Create a new user with ascii only (e.g. Ben).
In this user:
Install anaconda (I guess miniconda will work too)
Create a venv (I used this and this tutorials)
Install your packages using conda-forge like in the tutorials

OpenCV built from source: Pycharm doesn't get autocomplete information

I'm trying to install OpenCV into my python environment (Windows), and I'm almost all of the way there, but still having some issues with autocomplete and Pycharm itself importing the library. I've been through countless other related threads, but it seems like most of them are either outdated, for prebuilt versions, or unanswered.
I'm using Anaconda and have several environments, and unfortunately installing it through pip install opencv-contrib-python doesn't include everything I need. So, I've built it from source, and the library itself seem to be working fine. The build process installed some things into ./Anaconda3/envs/cv/Lib/site-packages/cv2/: __init__.py, some config py files, and .../cv2/python-3.8/cv2.cp38-win_amd64.pyd. I'm not sure if it did anything else.
But here's where I'm at:
In a separate environment, a pip install opencv-contrib-python both runs and has autocomplete working
In this environment, OpenCV actually runs just fine, but the autocomplete doesn't work and Pycharm complains about everything, eg: Cannot find reference 'imread' in '__init__.py'
Invalidate Caches / Restart doesn't help
Removing and re-adding the environment doesn't help
Deleting the user preferences folder for Pycharm doesn't help
Rebuilding/Installing OpenCV doesn't help
File->Settings->Project->Project Interpreter is set correctly
Run->Edit Configuration->Python Interpreter is set correctly
So my question is: how does Pycharm get or generate that autocomplete information? It looks like the pyd file is just a dll in disguise, and looking through the other environment's site-packages/cv2 folder, I don't see anything interesting. I've read that __init__.py has something to do with it, but again the pip version doesn't contain anything (except there's a from .cv2 import *, but I'm not sure how that factors in). The .whl file you can download is a zip that only contains the same as what 'pip install' gets.
Where does the autocomplete information get stored? Maybe there's some way to copy it from one environment to another? It would get me almost all the way there, which at this point would be good enough I think. Maybe I need to rebuild it with another flag I missed?

Got it finally! Figures that would happen just after posting the question...
Turns out .../envs/cv/site-packages/cv2/python-3.8/cv2.cp38-win_amd64.pyd needed to be copied to .../envs/cv/DLLs/. Then PyCharm did it's magic and is now all good.

Alternatively add the directory containing the .pyd file to the interpreter paths.
I had exactly this problem with OpenCV 4.2.0 compiled from sources, installed in my Conda environment and PyCharm 2020.1.
I solved this way:
Select project interpreter
Click on the settings button next to it and then clicking on the Show paths for selected interpreter
adding the directory containing the cv2 library (in my case in the Conda Python library path - e.g. miniconda3/lib/python3.7/site-packages/cv2/python-3.7). In general check the site-packages/cv2/python-X.X directory)

Unable to use downloaded third-party library from within PyCharm

I'm working on a script that will plot data onto a map using the Basemap library. I'm trying to import Shapely as well for use in this same script. I'm working with Anaconda2 for Python2.7 in a Windows 7 environment. I used conda install to download the tar.bz2 file from the Conda Packages site (using Windows command line) and it looked like it all installed correctly.
When I open Pycharm and look at my accessible site-packages, I can see this package. However, when I try to use it within my script, I get an error saying that the package does not exist. I ran the script through the debugger to see if it would shed any more light, but I got the same error. Here's a screenshot of my available site packages when I go to Settings-->Project Interpreter from within Pycharm.
Screenshot of PyCharm site packages available
Is there something special I need to do in order to access this package from within a fresh Python file? I was trying to say "import shapely" or "import osx-64-shapely", but both give me the same "package does not exist" error message. I've been able to successfully use other third-party libraries within Python, so I'm not quite sure what the error is here....
I'm new to SO - if you need more details or there's some piece of info I didn't include, please let me know. Thank you for your help!
EDIT: I am NOT asking what the difference is between conda and pip, or how to use pip within PyCharm. I have used both successfully before to install third-party libraries. What I am asking is what might cause a third-party library that appears to have installed successfully from the command line become inaccessible from within PyCharm when I attempt to import it.

I'm not familiar with Shapely but I was astonished to see the name osx-64-shapely as a site-package for your python installation which is in windows 7. Are you sure you downloaded the right file? :)

Problems in fully uninstalling Python 2.7 from Windows 7

some months ago, I installed Python 2.7 on my laptop (my os is Windows 7).
After, I decided to use Python xy 2.7.3 instead of 'pure' Python; so, as suggested, I removed Python 2.7 and tried to install Python xy 2.7.3. However, when I tried to run the .exe file for installation, a warning window appears telling me that Python 2.7 is already installed on my computer. I tried to install a different version of Python xy (2.6) and everything went fine; however, I'd really prefer to use the latest version of Python xy.
Actually, I can't figure out what went wrong whie uninstalling Python 2.7; does someone have any clue?
I can tell you that I followed the 'normal' procedure for programm uninstalltion; control panel -> Programs -> Remove Program
Thanks in advance
Stefano

Run regedit, backup and delete the registry keys:
HKEY_LOCAL_MACHINE\Software\Python\
HKEY_CURRENT_USER\Software\Python
My problem occurred when changing from Canopy to Python(x,y).
So, also delete all folders that are left behind when uninstalling.
https://support.enthought.com/entries/23580651-Uninstalling-Canopy

I also had this issue as well. It was due to third party installs. Even though you have uninstalled python, it leaves all the third party libraries that were installed and I think Python(x,y) just detects the directory.
To fix, uninstall Python 2.7 and then check to see if C:\Python27 still exists. If it does, go ahead and delete and then try installing Python(x,y). That is what worked for me.

I faced this issue: I tried to uninstall the python and fresh install, reason my pip version issue was not getting resolved. So I deleted the python folder, removed python from system path, and when I tried to uninstall from "Uninstall a program" in control panel, it showed "Windows installation package" error window and could not clean uninstall.
Solution what i found was: In the "Uninstall a program" select python and click repair. And then uninstall the python, it worked for me. Hope this helps and save some time.
PS: I am pretty new to python, and any help correcting me would be appreciated.

Maybe to put an answer out there.
Uninstalling anything from windows can have multiple side effects residing completly on your specific machine. As to what is common:
-> Python sets itself in your windows path. Here is how to modify your windows path: http://www.computerhope.com/issues/ch000549.htm
It means that there is a probability that python is gone but the path entry might not be. That is a guess however -> more information needed
-> Are you sure that everything was removed from your computer? If you already did the normal uninstalling process - try to look up if any python directory is still present.
-> Thirdparty installed? Have you downloaded any libs that are still on your machine.
Besides from that - it could be anything - the more information you give us the more we can say about it.
Maybe this post will help you: How to completely remove Python from a Windows machine?

I had python 2.7.12 and wanted to uninstall it for 2.7.9. I had the same problem as you and to fix it I tried to delete all of the local files and then uninstall however it still gave me the same error. So instead I decided to repair the python 2.7.12 and then uninstall which worked perfectly and completely got rid of the error.

I had python 2.7 installed and enthought canopy. I wanted to switch to python(x,y) to access a full version of the OpenCV library. python(x,y) installation complained about python 2.7 already being installed after:
1)Using windows control panel
2)Removing all lingering python files
3)Removing the windows path as suggested above
Not until I removed all registry entries related to python/enthough did python(x,y) install without issue.

I installed Enthought before. When I wanted to install Python(x,y) instead, I met the problems above.
After I had tried to uninstall Enthought and Python(x,y) from the Control Panel and then restart the PC, the problem still occured the next time I installed Python(x,y).
I solved this problem by:
deleting all the relevant files in C:/User/UserName/AppData/ about Python, including the third party softwares like Enthought;
deleting the Path in user and system Environment;
=====the two steps were failed if I didn't do the third step.=====
deleting the register keys as #Daniel said. (include all the relevant keys with the prefix py if you installed the third party software about Python. )
HKEY_LOCAL_MACHINE\Software\Python\
HKEY_CURRENT_USER\Software\Python

Locate that set up file which was used to install Python. Run it and choose repair. If that doesn't solve the problem. Go to c:\Python(x,y) and delete this folder completely by shift+Del.
Run that set up file again and click on "Change" which will ultimately install the Python again. By default in my case option to add path and making that version of Python the default on my system was unchecked which can be figured out by seeing the red cross mark in one of the installation screen. Click on it if you want set up to make it default Python version and also click on the option to indicate you want the path to be added in windows environment variable.
No need to touch registry as previous ones will be overwritten again.
In my case it worked. I was getting error like:
Fatal Python error: Py_Initialize: unable to load the file system codec
LookupError: no codec search functions registered: can't find encoding
Besides that un-installation was failing from control panel. So above steps solved all of my problem. Hope it helps.

I Repaired/Modified to install all the components for the Python
version I wanted to uninstall.
Once that was done, I clicked on Uninstall/Change and that uninstalled it for good.