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📰 Dev.to · zekcrates

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Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 3: Training MNIST)

Dev.to · zekcrates 📐 ML Fundamentals ⚡ AI Lesson 8mo ago

Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 3: Training MNIST)

Introduction In Part 1, we built the Tensor class and a computation graph. In Part 2, we...

Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 2: Autograd)

Dev.to · zekcrates 📐 ML Fundamentals ⚡ AI Lesson 8mo ago

Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 2: Autograd)

Introduction Welcome back! In Part 1, we built the foundation of our deep learning library...

Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 1)

Dev.to · zekcrates 🧠 Large Language Models ⚡ AI Lesson 8mo ago

Let’s Build a Deep Learning Library from Scratch Using NumPy (Part 1)

Introduction We are going to build our own PyTorch-like deep learning library from...

Learn to build a Deep Learning library from scratch in Python and NumPy (autograd, CNNs, ResNets) [free]

Dev.to · zekcrates 📐 ML Fundamentals ⚡ AI Lesson 8mo ago

Learn to build a Deep Learning library from scratch in Python and NumPy (autograd, CNNs, ResNets) [free]

Read it for free here: https://zekcrates.quarto.pub/deep-learning-library/ I created this project to...