Basic_Machine_Learning_Predicts.ipynb

[GirishKumarSharma]

There are errors input onwards :

X = df.drop(['Date','Close'], axis=1, inplace=True) y = df[['Adj Close']]

Kindly tell us what packages do we need to test and run the files like pip install yfinance, pip install seaborn etc.

The version of the notebook server is: 6.4.8 Python 3.10.7 (main, Sep 8 2022, 14:34:29) [GCC 12.2.0] Ubuntu : 22.10 (Development Branch)

[LastAncientOne]

numpy: 1.19.5 pandas: 1.1.5 matplotlib: 3.3.4 sklearn: 0.24.2 yfinance: 0.1.63

[GirishKumarSharma]

This input generates below error : df = df.as_matrix() `--------------------------------------------------------------------------- AttributeError Traceback (most recent call last) Input In [5], in <cell line: 1>() ----> 1 df = df.as_matrix()

File ~/.local/lib/python3.10/site-packages/pandas/core/generic.py:5575, in NDFrame.getattr(self, name) 5568 if ( 5569 name not in self._internal_names_set 5570 and name not in self._metadata 5571 and name not in self._accessors 5572 and self._info_axis._can_hold_identifiers_and_holds_name(name) 5573 ): 5574 return self[name] -> 5575 return object.getattribute(self, name)

AttributeError: 'DataFrame' object has no attribute 'as_matrix' `

[LastAncientOne]

What pandas version are you using?

df.as_matrix() was deprecated after version 0.23.0. Use df.values instead.

[GirishKumarSharma]

girish@mypc:~$ gedit pd.py girish@mypc:~$ python3 pd.py 1.4.2 girish@mypc:~$ cat pd.py import pandas as pd print(pd.__version__) girish@mypc:~$

[LastAncientOne]

Did you trying using df.values?

[GirishKumarSharma]

Yes, it worked. But there are errors in next/rest inputs. As you mentioned earlier that I should have all the packages of those version, how do I keep them as a temporary basis so that rest things don't suffers and how do I install those version packages please.

[LastAncientOne]

Example: pip install pandas==1.1.1

Just to let you know some of my codes are old.

[GirishKumarSharma]

And your supported python version please? Because I am not able to pip install pandas==1.1.1. Below Error :

girish@mypc:~$ pip install pandas==1.1.1 Defaulting to user installation because normal site-packages is not writeable Collecting pandas==1.1.1 Using cached pandas-1.1.1.tar.gz (5.2 MB) Installing build dependencies ... \

.... Very huge messages

        error: Command "x86_64-linux-gnu-gcc -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -g -fstack-

protector-strong -Wformat -Werror=format-security -g -fwrapv -O2 -g -fstack-protector-strong -Wformat -Werror=format-security -Wdate-time -D_FORTIFY_SOURCE=2 -fPIC -DNPY_INTERNAL_BUILD=1 -DHAVE_NPY_CONFIG_H=1 -D_FILE_OFFSET_BITS=64 -D_LARGEFILE_SOURCE=1 -D_LARGEFILE64_SOURCE=1 -DNO_ATLAS_INFO=1 -DHAVE_CBLAS -I/usr/local/include -I/usr/include -Ibuild/src.linux-x86_64-3.1/numpy/core/src/umath -Ibuild/src.linux-x86_64-3.1/numpy/core/src/npymath -Ibuild/src.linux-x86_64-3.1/numpy/core/src/common -Inumpy/core/include -Ibuild/src.linux-x86_64-3.1/numpy/core/include/numpy -Inumpy/core/src/common -Inumpy/core/src -Inumpy/core -Inumpy/core/src/npymath -Inumpy/core/src/multiarray -Inumpy/core/src/umath -Inumpy/core/src/npysort -I/usr/include/python3.10 -Ibuild/src.linux-x86_64-3.1/numpy/core/src/common -Ibuild/src.linux-x86_64-3.1/numpy/core/src/npymath -Ibuild/src.linux-x86_64-3.1/numpy/core/src/common -Ibuild/src.linux-x86_64-3.1/numpy/core/src/npymath -c build/src.linux-x86_64-3.1/numpy/core/src/multiarray/scalartypes.c -o build/temp.linux-x86_64-3.10/build/src.linux-x86_64-3.1/numpy/core/src/multiarray/scalartypes.o -MMD -MF build/temp.linux-x86_64-3.10/build/src.linux-x86_64-3.1/numpy/core/src/multiarray/scalartypes.o.d" failed with exit status 1 [end of output] ` note: This error originates from a subprocess, and is likely not a problem with pip.` ` error: legacy-install-failure` ` ` ` × Encountered error while trying to install package.` ` ╰─> numpy` ` ` ` note: This is an issue with the package mentioned above, not pip.` ` hint: See above for output from the failure.` ` [end of output]` ` ` ` note: This error originates from a subprocess, and is likely not a problem with pip.` `error: subprocess-exited-with-error` × pip subprocess to install build dependencies 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. girish@mypc:~$ `

As always, life is tough. You Github people never supports testers... Never explains required version, never shows code in action, Sorry.

[GirishKumarSharma]

I NEVER ABLE TO RUN ANY GITHUB CODE WITHOUT ANY ERROR. EVERY TIME THERE IS ISSUE AND SEES "BYE ME A COFFEE"

[LastAncientOne]

Sorry about the issues.

That was just an example: pip install pandas==1.1.1. Like I say some of my codes are old and some of the codes I was using old version packages or new version packages. Python library packages is always updating.

[LastAncientOne]

I have upload the update version. "Basic_Machine_Learning_Predicts_Updates.ipynb" .

[GirishKumarSharma]

You Said "I have upload the update version. "Basic_Machine_Learning_Predicts_Updates.ipynb" ." From where I can download it?

[LastAncientOne]

https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock/blob/master/Stock_Algorithms/Basic_Machine_Learning_Predicts_Updates.ipynb

[GirishKumarSharma]

Still issue not solved. Let me elaborate what I did and where I am now : When I tried to install : numpy: 1.19.5 pandas: 1.1.5 matplotlib: 3.3.4 sklearn: 0.24.2 yfinance: 0.1.63

I could not able. Because different sources were telling that I need to have python 3.8. So I installed python 3.8 (little bit different story, but yes, it got installed link is : https://www.linuxcapable.com/how-to-install-python-3-8-on-ubuntu-22-04-lts/) and then uninstalled numpy,pandas,sklearn,yfinance. Then I ran : (in environment)

pip install numpy==1.19.5 pip install pandas==1.1.5 pip install scikit-learn==0.24.2 pip install yfinance==0.1.63 ipython kernel install --user --name=test_app_venv

(test_app_venv) girish@mypc:~/test_app$ jupyter notebook [I 2022-10-01 19:31:43.244 LabApp] JupyterLab extension loaded from /home/girish/.local/lib/python3.10/site-packages/jupyterlab [I 2022-10-01 19:31:43.244 LabApp] JupyterLab application directory is /home/girish/.local/share/jupyter/lab [I 19:31:43.247 NotebookApp] Serving notebooks from local directory: /home/girish/test_app [I 19:31:43.247 NotebookApp] Jupyter Notebook 6.4.8 is running at: [I 19:31:43.247 NotebookApp] http://localhost:8888/?token=acf21f9aa4b5f9c959f9f3668d07b6261a577a23da2d8a23 [I 19:31:43.247 NotebookApp] or http://127.0.0.1:8888/?token=acf21f9aa4b5f9c959f9f3668d07b6261a577a23da2d8a23 [I 19:31:43.247 NotebookApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation). [C 19:31:43.261 NotebookApp]

But, it is saying Pandas is missing. It is not loading with python 3.8 and above version libraries. I don't know how these all will run in today's environment python 3.10 and ubuntu 22.10. when I says :

[GirishKumarSharma]

Even, when I changes the kernel in Juypter it is still saying :

--------------------------------------------------------------------------- ModuleNotFoundError Traceback (most recent call last) Input In [1], in <cell line: 1>() ----> 1 import pandas as pd 2 import numpy as np 3 import math

ModuleNotFoundError: No module named 'pandas'

When I says :

(test_app_venv) girish@mypc:~/test_app$ cat pd.py import pandas as pd print(pd.__version__)

(test_app_venv) girish@mypc:~/test_app$ python pd.py 1.1.5 (test_app_venv) girish@mypc:~/test_app$ python --version Python 3.8.13 (test_app_venv) girish@mypc:~/test_app$

[LastAncientOne]

I am using python version 3.6.

[GirishKumarSharma]

Are you sure, above error stack will be removed if I install 3.6?

[LastAncientOne]

This is what I am using.
numpy: 1.19.5 pandas: 1.1.5 sklearn: 0.24.2 yfinance: 0.1.63 os system: nt Python Version: 3.6.13 |Anaconda, Inc.| (default, Mar 16 2021, 11:37:27) [MSC v.1916 64 bit (AMD64)] Platform System: Windows

I have not test on new version of python. I am mostly using Python 3.5 and 3.6.

[GirishKumarSharma]

I created a Virtual Machine Ubuntu 18.04 which comes python 3.6.9 with it. But, my issues are not going to end :

girish@pc1804:~$ pip install numpy==1.19.5 Collecting numpy==1.19.5 Could not find a version that satisfies the requirement numpy==1.19.5 (from versions: 1.3.0, 1.4.1, 1.5.0, 1.5.1, 1.6.0, 1.6.1, 1.6.2, 1.7.0, 1.7.1, 1.7.2, 1.8.0, 1.8.1, 1.8.2, 1.9.0, 1.9.1, 1.9.2, 1.9.3, 1.10.0, 1.10.0.post2, 1.10.1, 1.10.2, 1.10.3, 1.10.4, 1.11.0, 1.11.1, 1.11.2, 1.11.3, 1.12.0, 1.12.1, 1.13.0rc1, 1.13.0rc2, 1.13.0, 1.13.1, 1.13.3, 1.14.0rc1, 1.14.0, 1.14.1, 1.14.2, 1.14.3, 1.14.4, 1.14.5, 1.14.6, 1.15.0rc1, 1.15.0rc2, 1.15.0, 1.15.1, 1.15.2, 1.15.3, 1.15.4, 1.16.0rc1, 1.16.0rc2, 1.16.0, 1.16.1, 1.16.2, 1.16.3, 1.16.4, 1.16.5, 1.16.6) No matching distribution found for numpy==1.19.5 girish@pc1804:~$ python3 --version Python 3.6.9 girish@pc1804:~$