#pytorch

Articles tagged with #pytorch

Transformer & Self-Attention: I Built an Encoder From Scratch, Then Caught It Overfitting
This week's topic is one of the most important building blocks of modern NLP: the Transformer and the self-attention mechanism behind it. Instead of just walking through the theory, I decided to build
Sep 11, 20267 min read
Transformer & Self-Attention: Bangun Encoder dari Nol, Lalu Ketahuan Overfitting
Minggu ini masuk ke salah satu bagian paling penting dari NLP modern: Transformer dan mekanisme self-attention di baliknya. Tapi alih-alih cuma jelasin teorinya, aku coba praktikkan langsung — bangun
Sep 11, 20266 min read
Deep Learning & PyTorch: Neural Network Theory + Hands-On MNIST Classification
My mental model of deep learning used to be simple: feed it data, get a prediction, done. Turns out there's a much more grounded process behind that — artificial neurons that start knowing nothing, ge
Sep 5, 202611 min read2
Deep Learning & PyTorch: Teori Neural Network + Praktik Klasifikasi MNIST
Sebelum masuk ke materi ini, bayangan saya soal deep learning itu sederhana: kasih data, keluar prediksi, selesai. Ternyata di balik itu ada proses yang jauh lebih mendasar — neuron buatan yang belaja
Sep 5, 202610 min read2