Suggestions for more examples

[NiklasGustafsson]

I received these suggestions from @GeorgeS2019 via email:

https://github.com/Apress/pytorch-recipes

https://github.com/Apress/pytorch-recipes/blob/master/Torch_AI_7.ipynb

Has a few NLP examples to “complete” your torchsharp examples
• 7.1 Word Embedding
• 7.2 Continuous bag of words (CBOW)
• 7.3 LSTM Model

[imjwang]

an example for loading and running torchscript models for mobile android/ios inference would be great

[NiklasGustafsson]

@imjwang, do you mean a model that has been built using Pytorch and TorchScript, loaded with .NET, or do you mean training and producing the model using .NET, then exporting to native code via TorchScript?

[imjwang]

the former, a pretrained model that has already been exported to .ts or .pt

[GeorgeS2019]

PyTorch for Deep Learning: Creating and Deploying Deep Learning Applications

• Chapter5: Text Classification - TorchText Example

import spacy
import torchtext
import pandas as pd
import torch.nn as nn
import torch.optim as optim
from torchtext.legacy import data

• Chapter6: A Journey into Sound

import IPython.display as display
import librosa
import librosa.display
import matplotlib.pyplot as plt
import numpy as np
import random
import torch
import torchaudio
import torch.optim as optim
import torch.nn as nn
import torch.nn.functional as F
import torchvision
from pathlib import Path
from PIL import Image
from torch.utils.data import Dataset
from torchvision import models, transforms

• Chapter7: Tensorboard Example

import torch
import torch.nn as nn
import torch.utils.data
import torchvision
from functools import partial
from torch import optim
from torch.utils.tensorboard import SummaryWriter
from torchvision import datasets, transforms

[imjwang]

I have Pytorch experience, but am completely new to Xamarin, C#, and .NET
eg. I'm still trying to figure out how to correctly import Torchsharp to a Xamarin cross-platform mobile project after installing the nuget package.
So any basic Xamarin and C# examples like what @GeorgeS2019 suggested would help tremendously.

Thank you in advance.

[GeorgeS2019]

WIP Oct 2023 Update

https://github.com/rognarspb/TorchClassifier
https://github.com/MIAIONE/TorchSharpTest
https://github.com/mlnethub/SegFormer-Segnext-torchsharp/
https://github.com/lijianxin520/torchsharp_baselib
https://github.com/rognarspb/TorchClassifier/
https://github.com/ds5678/TorchCategorizationDemo

[alinpahontu2912]

@NiklasGustafsson, thank you for reporting the suggestions for more examples regarding NLP in TorchSharp! We truly appreciate your input and the resources shared by @GeorgeS2019. Since this issue hasn’t been updated in a while, I wanted to check in and see if it’s still relevant for you or if it has been resolved in the meantime. TorchSharp has evolved significantly over the past couple of years, and we’re always looking to improve our examples. If the need for additional NLP examples still stands, we would love to hear any updated thoughts or specific requirements you might have. Thank you again for your contributions!