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Dev.to · zekcrates
3mo 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...
Dev.to · zekcrates
3mo 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...
Dev.to · zekcrates
3mo 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]](https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fg1s8gckjparh2vl86mgh.png)
Dev.to · zekcrates
3mo 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...
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