Charlee Li
Charlee Li
Just another WordPress site
Skip to content

Machine Learning

There are 2 posts filed in Machine Learning (this is page 1 of 1).

How to compute the derivative of softmax and cross-entropy

Softmax function is a very common function used in machine learning, especially in logistic regression models and neural networks. In this post I would like to compute the derivatives of softmax function as well as its cross entropy.

Continue reading →
in Machine Learning | 883 Words | 1 Webmention | 2 Comments

Linear Regression from Scratch

Linear regression is one of the simplest machine learning algorithms and is the best practice for beginners. In this post I will guide you step by step creating a Linear Regression model from scratch.

Continue reading →
in Machine Learning | 2,452 Words | 65 Webmentions | Comment

Recent Posts

  • Create a Stopwatch App with Flutter
  • How to compute the derivative of softmax and cross-entropy
  • Linear Regression from Scratch
  • Typing React (4) Routing
  • Typing React (3) Redux

Categories

  • Front End
  • Machine Learning
  • Mobile
Independent Publisher empowered by WordPress