modified mnist image link in the Hugging face

[tiruka]

Pull Request Template

Checklist

• Confirmed that run-checks all script has been executed.
• Made sure the book is up to date with changes in this PR.

Related Issues/PRs

#2133

Changes

• I made search for the similar link which shows the corresponding image. Instead of https://datasets-server.huggingface.co/assets/mnist, https://huggingface.co/datasets/ylecun/mnist/viewer/mnist/test will be matched for the purpose to show the image.
• https://huggingface.co/datasets/ylecun/mnist/viewer/mnist/test can be used with row parameter so I replaced it with the old one.
• https://huggingface.co/datasets/ylecun/mnist/viewer/mnist/test can show you 0-9999 indexed image, so I remove the limit of under-100 indexed image condition.
• The same bug are found in pytorch-import/README.md, so I did the same thing for them.

Testing

I executed the codes and check out the link as screenshots.

index 15

% cargo run -- 15  
    Finished `dev` profile [optimized] target(s) in 0.36s
     Running `/Users/toru/Desktop/oss-fork/burn/target/debug/mnist_inference 15`
Image index: 15
Success!
Predicted: 5
Actual: 5
See the image online, click the link below:
https://huggingface.co/datasets/ylecun/mnist/viewer/mnist/test?row=15

index 9999

(assert!(image_index < 10000, "Image index must be less than 10000"); condition is already included in the code, so 9999 is enough.)

% cargo run -- 9999                                   
   Compiling onnx-inference v0.14.0 (/Users/toru/Desktop/oss-fork/burn/examples/onnx-inference)
    Finished `dev` profile [optimized] target(s) in 2.36s
     Running `/Users/toru/Desktop/oss-fork/burn/target/debug/mnist_inference 9999`
Image index: 9999
Success!
Predicted: 6
Actual: 6
See the image online, click the link below:
https://huggingface.co/datasets/ylecun/mnist/viewer/mnist/test?row=9999

[tiruka]

Also run ./run-check examples and got success.
If other better links, I will follow it and correct, so let me know.
Thanks.

[laggui]

Didn't realize the URL was outdated 😅 thanks!

@antimora I think you originally wrote that, can you double check? I couldn't find the related datasets viewer API documentation to get the datasets from the datasets-server.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 86.29%. Comparing base (d770b1f) to head (15ab535).

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #2134   +/-   ##
=======================================
  Coverage   86.29%   86.29%           
=======================================
  Files         694      694           
  Lines       89005    89005           
=======================================
  Hits        76806    76806           
  Misses      12199    12199           

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

[antimora]

LGTM

Thanks for fixing the links and keeping the docs/examples up to date.