James D. McCaffrey PyTorch blogs

[GeorgeS2019]

James D. McCaffrey's PyTorch Blogs are featured in the .NET insight

These PyTorch blogs could provide inspiration for porting PyTorch examples to TorchSharp

• Multi-Class Classification Using PyTorch, Part 1: New Best Practices” in Visual Studio Magazine
• Multi-Class Classification Using New PyTorch Best Practices, Part 2: Training, Accuracy, Predictions

[GeorgeS2019]

A Quick Look at PyTorch Audio

The demo code is relatively self-explanatory but has many subtleties. The demo downloads the YesNo audio dataset. The dataset consists of 60 recordings of a man saying “yes” or “no” in Hebrew eight times. The labels are 0 for “no” and 1 for “yes”. The pattern of yes and no is random. For example, recording [3] in the demo is “no, no, yes, no, no, no, yes, no”.

Torchsharp provides YesnoDataset

In my opinion, machine learning for audio data has evolved into an area that is distinct and quite different from ML for image data, ML for natural language, and ML for tabular data.

#kaiidams FYI

[GeorgeS2019]

Yes, TensorFlow is Dead ??

What do others think about that?