PyTorch is a library in Python which provides tools to build deep learning models. What python does for programming PyTorch does for deep learning. Python is a very flexible language for programming and just like python, the PyTorch library provides flexible tools for deep learning. If you are learning deep learning or looking to start with it, then the knowledge of PyTorch will help you a lot in creating your deep learning models.

It has proven to be one of the most flexible and stronger tools to work with real-world problems by providing a higher level of performance. PyTorch provides a deep data structure known as a tensor, which is a multidimensional array that facilitates many similarities with the NumPy arrays.

Why PyTorch for Deep Learning?

As we know deep learning allows us to work with a very wide range of complicated tasks, like machine translations, playing strategy games, objects detection, and many more. With PyTorch, you can perform these complex tasks in very flexible ways. Now let’s understand PyTorch more by working on a real-world example.

#data science #deep learning #machine learning #python #pytorch