machine learning

This tag is associated with 2 posts

How to Install PyTorch with CUDA Compatibility

Posted by Michael ⋅ 2024-01-20 ⋅ Leave a comment

Just posting this for absolutely my own benefit. I recorded it somewhere before but I keep misplacing the information. 🙃 [2024.01.20]: Initial post [2024.09.23 update]: Instructions on updating CUDA from 11.7.89 to 12.6.65 [2024.12.31 update]: If your Python version is 3.9.x, you’ll need CUDA = 12.1; if your Python version is 3.10.x, you’ll need CUDA … Continue reading →

Confusion Matrix Confusion

Posted by Michael ⋅ 2023-05-09

I was debating with myself whether this was too basic to bring up but after writing it, I’m glad I did. Referencing scikit-learn’s confusion matrix documentation, it’s not immediately apparent what convention the axes follow. When the confusion_matrix function is called, we get the following output: So which value corresponds to True Negative, True Positive, … Continue reading →