How to do sentiment analysis on my own dataset?

Beginners
1

Hi,

I have seen this example, which does sentiment analysis on product reviews.

Therefore, is there a way to do this with my own dataset? I want to classify the sentiment of text as “happy”, “sad” or “neutral” using my own dataset.

Thanks.

2

You have to define your own torch.utils.data.Dataset and torch.utils.data.DataLoader to load your own labeled text. Then choose an LM like BERT from the huggingface library to finetune.