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pytorch_sample_tutorials

some tutorials by me - teaching pytorch to pravinraut

WIP - This repository and readme will be updated as my classes with my friend continue

What is Pytorch

pytorch is a framework for rapid development and deployment of Machine learning algorithms. It is inspired from the torch which is built on lua. Pytorch is a python wrapper for a library built on C++ and CUDA.

Installation and environment setup

  • for linux users just go here and install according to your system requirements
  • for windows users first install anaconda (It's preffered to use this, pip also works too) by following this tutorial here and then from here get the conda command and run it in anaconda prompt
  • VSCode Editor is preferred. Also install useful extensions and enable pylinting

Basic tutorials and flow

The best source for learning pytorch is the official tutorials

  • Complete the 60 min blitz
  • 03/08/2020 - the code simple_network.py generates random data using numpy and trains a classifier over it

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some tutorials by me for teaching pytorch

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