Here’s an example Python code for Back Translation of a sample dataset using the googletrans library: from googletrans import Translator import random translator = Translator() def back_translate(sentence, lang): “”” Translates…
Tag: python
If you’re getting a ModuleNotFoundError: No module named ‘googletrans’ error message, it means that the googletrans library is not installed in your Python environment. To install the library, you can…
There are several data augmentation techniques suitable for text data that you can try besides back-translation. Here are some examples: Here’s an example code that implements these data augmentation techniques:
If you have a csv file with data in few columns and few rows and you want to generate a bigger dataset using some data augmentation technique, Back Translation is…
To create encrypted credentials for a basic authentication header request, you can follow these general steps: Here’s some sample Python code that demonstrates how to generate encrypted credentials for a…
The Faker library is used to generate fake data, such as names, addresses, phone numbers, dates, and other types of data. The available functions in the Faker library depend on…
The Faker library in Python supports generating fake data in a wide range of languages. By default, the library generates data in English, but you can specify a different language…
Here’s an example of how you can generate a fake text column with some data augmentation technique using the Faker library in Python: In this example, we read the input…
Here’s an example of how you can use a pre-trained language model to generate fake text that matches the words in the sample text column: In this example, we load…
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.…