WIP: Microsoft.ML.TorchSharp

[GeorgeS2019]

Starting Jun 2022, there is now an official Microsoft.ML.TorchSharp namespace

Starting this discussion here to lobby exchange of views on this topic :-)

[GeorgeS2019]

Based on the implemented Microsoft.ML.TorchSharp text classification example

This is one of the SIX categories of TorchText use cases

torchtext.datasets

• Text Classification
• Language Modeling
• Machine Translation
• Sequence Tagging
• Question Answer
• Unsupervised Learning

Questions:

• Is there a need for documentation to improve the synergy of community contributions in ML.NET and TorchSharp to accelerate the coverage of deep learning use cases for .NET?

For example, what have been done in TorchSharp Vision and Audio within the TorchSharp community could speed up the coverage of deep learning for vision and audio in ML.NET. Likewise for deep learning for NLP done in TorchSharp and NL.NET.

[GeorgeS2019]

Within Question Answer deep learning for NLP use case

There is now a TorchSharp example based on SQuAD 2.0 dataset

@QingtaoLi1

Would you be interested to rewrite your contribution to ways that will be more aligned with the TorchText for TorchSharp framework as well as Microsoft.ML.TorchSharp for ML.NET?

[GeorgeS2019]

Deep Voice/Audio in ML.NET

FYI: @kaiidams

@papyr
Voice and Audio request for Microsoft.ML.TorchSharp could now explore the recent work done on TorchAudio for TorchSharp

@Neeraj-Kashyap-Harman
Can speech recognition be done in ML.NET?

@lukaszadamus
Audiogram in ML.NET

[NiklasGustafsson]

@GeorgeS2019 -- this topic may get better visibility if it's moved to some ML.NET forum.

[GeorgeS2019]

@tarekgh
Finally => Microsoft.ML.Tokenizers

@NiklasGustafsson
Ideally, we need to open the discussion for the repo ML.NET