Peng Qian

This is a bit different from what the books say. Peng Qian · Follow Published in Towards Data Science · 9 min read · 12 hours ago — The Math Behind Keras 3 Optimizers: Deep Understanding and Application. Image by DALL-E-3 Introduction Optimizers are an essential part of everyone working in machine learning. We all know optimizers determine how the model will converge the loss function during gradient descent. Thus, using the right optimizer can

Implement an encoder-decoder recurrent network from scratch Peng Qian · Follow Published in Towards Data Science · 12 min read · 12 hours ago — Keras 3.0 Tutorial: End-to-End Deep Learning Project Guide. Image by Author Introduction Even though I started using Pytorch a while ago, I still miss the concise code style of Keras and the good old days when you could implement a neural network model in just a few lines of code.