Implementing Neural Networks in TensorFlow (and PyTorch) | by Shreya Rao | Jul, 2024

Step-by-step code information on constructing a Neural Community

Welcome to the sensible implementation information of our Deep Learning Illustrated sequence. On this sequence, we’ll bridge the hole between principle and software, bringing to life the neural community ideas explored in earlier articles.

Deep Studying, Illustrated

Bear in mind the simple neural network we mentioned for predicting ice cream income? We’ll construct that utilizing TensorFlow, a robust device for creating neural networks.

And the kicker: we’ll do it in lower than 5 minutes with simply 27 traces of code!

Let’s first begin with: what’s TensorFlow?

TensorFlow is a complete ecosystem of instruments, libraries, and group assets for constructing and deploying machine studying functions. Developed by Google, it’s designed to be versatile and environment friendly, able to operating on varied platforms from CPUs to GPUs and even specialised {hardware}…