Third-Party Tools & Libraries

Welcome to our PyTorch Resource Page! Whether you're new to PyTorch or looking to expand your machine learning (ML) skills, you'll find a wealth of materials here to help you on your journey. PyTorch is a powerful deep learning framework and the preferred choice for zkML (Zero Knowledge Machine Learning) on our platform. Let's explore what we have to offer:

1. Understanding the PyTorch Framework:

• PyTorch Official Documentation

  • Get started with PyTorch by exploring its official documentation. Learn about tensors, autograd, and the basics of building neural networks.

2. Resources and Materials:

• We've curated a collection of existing materials to cover PyTorch learning and ML comprehensively. These resources include online courses, tutorials, and documentation from various sources to ensure you have access to the best learning materials available.

PyTorch Tutorials:

• PyTorch Official Tutorials: From the creators themselves, these tutorials cover a wide range of topics, from basics to advanced concepts.

• PyTorch Fundamentals by Microsoft: Microsoft's resources provide a beginner friendly insights into PyTorch's foundational elements.

• Intro to Deep Learning with PyTorch by FacebookAI and Udacity: Explore deep learning with PyTorch through this collaborative Udacity course.

• Pytorch - Deep learning w/ Python Youtube Series by sentdex: Engage with practical examples and tips in this YouTube series.

• Dive Into Deep Learning: An in-depth book by Aston Zhang, Mu Li, Alexander J. Smola, Zachary Lipton. This book has been adopted at 500 universities from 70 countries.

With these resources at your fingertips, you'll be well-equipped to harness the immense potential of PyTorch and elevate your proficiency in machine learning. Happy learning!