Deep Neural Network from Scratch in Rust 馃- Part 5- Training and Inference
In the final part of our series, we train and test our neural network model built from scratch in Rust.
May 28, 20236 min read14
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Deep Neural Network from Scratch in Rust 馃
Deep Neural Network from Scratch in Rust 馃- Part 4- Loss Function and Back Propagation
Unraveling Backward Propagation: Optimizing Neural Network Performance through Gradient Calculation and Parameter Updates
May 28, 20238 min read10
Deep Neural Network from Scratch in Rust 馃 - Part 2- Loading Data and Initializing an NN Model
I hope you have gone through part 1 to understand the premise of how a neural network broadly works and why we are using Rust to build your Neural Network. If you have not, I highly recommend you go through this part 1. Once that is out of the way, l...
May 21, 20236 min read31
Deep Neural Network from Scratch in Rust 馃 : Part 1- Basics of Neural Network
Introduction Hi there! I'm excited to share with you my latest blog post on building a Deep Neural Network from Scratch in Rust. In this series of about 5 parts, I'll take you through the basics of neural networks and show you how to implement them u...
May 21, 20235 min read32
Deep Neural Network from Scratch in Rust 馃 - Part 3- Forward Propagation
In the previous part of our blog series, we discussed how to initialize a neural network (NN) model with specified layers and hidden units. Now, in this part, we will explore the forward propagation algorithm, a fundamental step in the NN's predictio...
May 21, 20238 min read12