udacity / aipnd-revision

Revision to the code and associated files for the AI Programming with Python Nanodegree Program

AIPND-revision

This repository contains REVISED code and associated files for the AI Programming with Python Nanodegree program. This repository consists of a number of tutorial notebooks for various coding exercises and programming labs that will be used to supplement the lessons of the course.

Table Of Contents

Tutorial Notebooks

• No revisions

Programming Project

• Intro to Python Project - Classifying Pet Images: Determine which CNN architecture model works best at classifying images of dogs and their breeds.

NumPy and Pandas Mini-Projects

• No revisions

Matplotlib

• No revisions

Quiz Notes

• Notes: This directory contains more information about certain quizzes that are testing more challenging concepts. Additionally, one will find the Frequently Asked Questions for the Intro to Python Project. Click on the filename to view the contents of the notes on a quiz or the Intro to Python Project.

Dependencies

Each directory has a requirements.txt describing the minimal dependencies required to run the notebooks in that directory.

pip

To install these dependencies with pip, you can issue pip3 install -r requirements.txt.

aipnd-revision's Issues

Installing requirements.txt

Attempting to install requirements.txt running pip3 install -r requirements.txt as stated in the instructions.

Receive the following error:

ERROR: No matching distribution found for torch==0.4.0 (from -r requirements.txt (line 1))

Running Python 3.8 on Windows 10

If this is revised code, why a new repository?

I'm wondering why this repository exists, instead of as applied revisions to https://github.com/udacity/AIPND?

I see that the other repository is still being updated, as of January, so it doesn't look like this "revised" repo is meant to be a replacement. It isn't clear in the README.md why this is a different repository when a new branch / merge into the other repo would retain the history to show what was revised (if needed).

Update torch to 1.11.0

python:latest does not support the old version of torch

`
docker run -it --rm -v ~/git:/root/git/:Z python:latest /bin/bash

root@d90a2e105924:~/git/AIPND-revision# pip3 install -r requirements.txt
ERROR: Could not find a version that satisfies the requirement torch==1.4.0 (from versions: 1.11.0)
ERROR: No matching distribution found for torch==1.4.0

root@d90a2e105924:~/git/AIPND-revision# pip3 install -r requirements.txt
Collecting torch==1.11.0
Downloading torch-1.11.0-cp310-cp310-manylinux1_x86_64.whl (750.6 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 750.6/750.6 MB 1.2 MB/s eta 0:00:00
Collecting Pillow==7.1.2
Downloading Pillow-7.1.2.tar.gz (38.9 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 38.9/38.9 MB 13.3 MB/s eta 0:00:00
Preparing metadata (setup.py) ... done
Collecting torchvision==0.2.1
Downloading torchvision-0.2.1-py2.py3-none-any.whl (54 kB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 54.6/54.6 KB 215.6 kB/s eta 0:00:00
Collecting typing-extensions
Downloading typing_extensions-4.1.1-py3-none-any.whl (26 kB)
Collecting six
Downloading six-1.16.0-py2.py3-none-any.whl (11 kB)
Collecting numpy
Downloading numpy-1.22.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (16.8 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 16.8/16.8 MB 20.2 MB/s eta 0:00:00
Building wheels for collected packages: Pillow
Building wheel for Pillow (setup.py) ... done
Created wheel for Pillow: filename=Pillow-7.1.2-cp310-cp310-linux_x86_64.whl size=1343757 sha256=404372c7f771cb6ea297747b743216bbaaa67bb7136cf3d46d6072f66325d91d
Stored in directory: /root/.cache/pip/wheels/b1/33/ce/d1c30cb9fc3ba1b8e60a01d4f49e35a1e65b6911bd3722e3e9
Successfully built Pillow
Installing collected packages: typing-extensions, six, Pillow, numpy, torch, torchvision
Successfully installed Pillow-7.1.2 numpy-1.22.3 six-1.16.0 torch-1.11.0 torchvision-0.2.1 typing-extensions-4.1.1
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv`

The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future

When running:

python .\check_images.py --arch alexnet

The following warning is generated (see attached issue_1.txt for details):
D:\Users\malma\anaconda3\envs\py3_env\lib\site-packages\torchvision\models_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead.

issue_1.txt

Misspelling

In the 'Running the Project on a Local Computer' section of the FAQ, installed was spelled as intalled