DupliPy Package Documentation

Package documentation for DupliPy, our Python package.

Changelog

• 0.2.5 (Latest): Added new text augmentation functions: swap_random_words and random_word_deletion. Added new text similarity metrics: sorensen_dice_coefficient and cosine_similarity_score. Added new image similarity metrics: mean_squared_error and psnr. Added new text analysis function: named_entity_recognition.

• 0.2.4: Updated DupliPy with 3 new image augmentation functions and 1 new formatting function for post-formatting.

• 0.2.3: Updated PYPI project description.

• 0.2.2: Fixed double period bug when joining sentences after replace.

• 0.2.1: Created new functions, including removing profanity and removing hate speech using AI.

• 0.2.0: Updated docstrings, and added new functions for similarity and replication.

• 0.1.8 - 0.1.9: Fixed import errors.

• 0.1.2 - 0.1.7: Fixed major errors, and added support for image augmentation.

• 0.1.1: Created base package functions and modules.

• 0.1.0: Initial release.

Installation

You can install DupliPy using PyPi, please make sure that you are using Python 3.6 or later before installing DupliPy:

pip install duplipy

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Example Usage

Text formatting

from duplipy.formatting import remove_special_characters, standardize_text

text = "Hello! This is some text."

# Remove special characters
formatted_text = remove_special_characters(text)
print(formatted_text)  # Output: Hello This is some text

# Standardize text formatting
standardized_text = standardize_text(text)
print(standardized_text)  # Output: hello! this is some text