NLTK vs PyTorch: What are the differences?
What is NLTK? It is a leading platform for building Python programs to work with human language data. It is a suite of libraries and programs for symbolic and statistical natural language processing for English written in the Python programming language.
What is PyTorch? A deep learning framework that puts Python first. PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
NLTK and PyTorch can be categorized as "Machine Learning" tools.
PyTorch is an open source tool with 30.5K GitHub stars and 7.46K GitHub forks. Here's a link to PyTorch's open source repository on GitHub.
STILLWATER SUPERCOMPUTING INC, Suggestic, and cotobox are some of the popular companies that use PyTorch, whereas NLTK is used by Index.co, Athento, and King's Digital Lab. PyTorch has a broader approval, being mentioned in 28 company stacks & 165 developers stacks; compared to NLTK, which is listed in 15 company stacks and 17 developer stacks.
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What is NLTK?
What is PyTorch?
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Red Hat, Inc.