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Deep Neural Network from Scratch in Rust 🦀- Part 5- Training and Inference

May 28, 20236 min read

In the final part of our series, we train and test our neural network model built from scratch in Rust. · Great!! You have made it to the final part of...

Deep Neural Network from Scratch in Rust 🦀- Part 5- Training and Inference

Deep Neural Network from Scratch in Rust 🦀- Part 4- Loss Function and Back Propagation

May 28, 20238 min read

Unraveling Backward Propagation: Optimizing Neural Network Performance through Gradient Calculation and Parameter Updates · After Forward Propagation we...

Deep Neural Network from Scratch in Rust 🦀- Part 4- Loss Function and Back Propagation

Deep Neural Network from Scratch in Rust 🦀 - Part 2- Loading Data and Initializing an NN Model

May 21, 20236 min read

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...

Deep Neural Network from Scratch in Rust 🦀 - Part 2- Loading Data and Initializing an NN Model

Deep Neural Network from Scratch in Rust 🦀 : Part 1- Basics of Neural Network

May 21, 20235 min read

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...

Deep Neural Network from Scratch in Rust 🦀 : Part 1- Basics of Neural Network

Deep Neural Network from Scratch in Rust 🦀 - Part 3- Forward Propagation

May 21, 20238 min read

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...

Deep Neural Network from Scratch in Rust 🦀 - Part 3- Forward Propagation