Generative AI can be used to increase the size of a training dataset by generating synthetic data that is similar to the real data. This approach is known as data…
Author: smartsource
NLP is one of the ways of detecting location from given text. But there are other methods that can be used to infer the location (country) from a given text.…
It is possible to infer the location (country) from a given text using natural language processing (NLP) techniques. One approach is to use named entity recognition (NER) to identify location…
As a developer, the ChatGPT API can be used to build a wide variety of applications that can interact with users in natural language. Here are some example applications you…
To use this function, simply pass a UEN string as an argument to the validate_uen function. The function returns True if the UEN is valid, and False otherwise. Here’s an…
Here’s some sample Python code that uses the Twitter API to collect tweets and replies and saves them in a dataset: In this code, we first set up the Twitter…
Here is some sample code using PyTorch for generating a sample dataset using the MNIST dataset as an example: In this code, we first define the transformations to be applied…
There are several tools available that can help to automatically generate huge datasets from a small sample. Some of the commonly used tools are: These tools can be useful for…