Wayne's Talk
  • Android
    • Android
    • Kotlin
  • iOS
    • iOS
    • Swift
  • Spring Boot
    • Spring Boot
    • Spring Security Explained
  • Artificial Intelligence
    • Artificial Intelligence
    • Data Visualization
    • Machine Learning
    • Neural Networks
    • Vision Models
    • Natural Language Processing
    • Reinforcement Learning
  • Misc.
    • Algorithm
    • LeetCode
    • Software Design
    • Operating System
    • Go
    • Node.js
    • Angular
  • English
    • 中文 (台灣)
    • English
CATEGORIES
  • Algorithm (7)
  • Android (30)
  • Angular (2)
  • Artificial Intelligence (55)
    • Data Visualization (8)
    • Machine Learning (11)
    • Natural Language Processing (15)
    • Neural Networks (4)
    • Reinforcement Learning (10)
    • Vision Models (7)
  • Go (2)
  • iOS (19)
  • Kotlin (7)
  • LeetCode (17)
  • Misc. (1)
  • Node.js (4)
  • Operating System (6)
  • Software Design (1)
  • Spring Boot (16)
    • Spring Security Explained (6)
  • Swift (9)
TAGS
Android Service (2) Assembly (3) Backtracking (4) Binary Search Tree (1) Breadth First Search (5) Broadcast Receiver (1) C (2) CocoaPods (1) Combine (1) Concurrency (5) Content Provider (2) Core Data (1) Coroutine (4) Depth First Search (4) Dynamic Programming (4) Firebase (2) Java (26) JavaScript (2) JPA (4) Kotlin (41) Matplotlib (8) Monotonic Stack (3) MySQL (2) NPM (3) OAuth 2.0 (1) Pandas (2) Plotly Express (8) Priority Queue (1) Python (44) PyTorch (13) Room (3) SciPy (3) Seaborn (5) Springdoc (3) Spring Security (6) Swift (19) Swift Package (6) Trie (3) TypeScript (4) Union Find (2) Word Embeddings (2) XCFrameworks (4) Xcode (12) YOLO (4)
0
0
0
Wayne's Talk 韋恩愛講話
Follow My GitHub
Get source code of posts.
Follow
Wayne's Talk 韋恩愛講話
  • Android
    • Android
    • Kotlin
  • iOS
    • iOS
    • Swift
  • Spring Boot
    • Spring Boot
    • Spring Security Explained
  • Artificial Intelligence
    • Artificial Intelligence
    • Data Visualization
    • Machine Learning
    • Neural Networks
    • Vision Models
    • Natural Language Processing
    • Reinforcement Learning
  • Misc.
    • Algorithm
    • LeetCode
    • Software Design
    • Operating System
    • Go
    • Node.js
    • Angular
  • English
    • 中文 (台灣)
    • English

Browsing Category

Artificial Intelligence

55 posts
Photo by Janosch Diggelmann on Unsplash
Read More
  • 226 views
  • 13 minute read
  • Artificial Intelligence
  • Natural Language Processing

Recurrent Neural Networks (RNN)

  • ByWayne
  • 15/02/2025
Recurrent Neural Networks (RNN) is a neural network architecture that specializes in processing sequential data. RNN uses recurrent connections to retain previous output information, allowing the network to consider past states while processing the current step. This article will introduce the basic principles of RNN.
Read More
0
0
0
0
Photo by Andrii Bondarenko on Unsplash
Read More
  • 242 views
  • 8 minute read
  • Artificial Intelligence
  • Vision Models

Convolutional Neural Networks (CNN)

  • ByWayne
  • 23/01/2025
Convolutional neural networks (CNN) is a computer vision and image processing method based on neural networks. In this article, we will introduce the principles of various layers in CNN.
Read More
0
0
0
0
Photo by Mike Stezycki on Unsplash
Read More
  • 303 views
  • 8 minute read
  • Artificial Intelligence
  • Neural Networks

Multiple Classification Neural Network

  • ByWayne
  • 12/01/2025
Multiple classification neural network can classify more than one category. Compared with  binary classification, it is more commonly used in practice. This article will introduce the theory of multiple classification neural network in detail.
Read More
0
0
0
0
Photo by Henrique Ferreira on Unsplash
Read More
  • 396 views
  • 17 minute read
  • Artificial Intelligence
  • Neural Networks

Neural Networks and Binary Classification

  • ByWayne
  • 12/01/2025
Due to the popularity of deep learning in recent years, neural networks have become popular. It has been used to solve a wide variety of problems. This article will introduce the neural network in detail with the binary classification neural network.
Read More
0
0
0
0
Photo by Food Photographer | Jennifer Pallian on Unsplash
Read More
  • 591 views
  • 10 minute read
  • Artificial Intelligence
  • Machine Learning

Logistic Regression

  • ByWayne
  • 23/12/2024
Logistic regression is a data analysis technique used for classification. It is probably the simplest model among classification algorithms.
Read More
0
0
0
0
Photo by Louis Hansel @shotsoflouis on Unsplash
Read More
  • 417 views
  • 10 minute read
  • Artificial Intelligence
  • Machine Learning

Linear Regression

  • ByWayne
  • 08/12/2024
Linear regression is a data analysis technique that uses linear functions to predict data. Although the linear regression model is relatively simple, it is a mature statistical technique.
Read More
0
0
0
0
Photo by Ashley Knedler on Unsplash
Read More
  • 580 views
  • 2 minute read
  • Artificial Intelligence
  • Machine Learning

Regularization

  • ByWayne
  • 02/07/2024
When a model has poor performance, it cannot predict the data accurately. The main cause may be overfitting or underfitting. If it is a case of overfitting, we can use regularization to solve model overfitting.
Read More
0
0
0
0
Photo by Jeremy Bishop on Unsplash
Read More
  • 331 views
  • 3 minute read
  • Artificial Intelligence
  • Machine Learning

Overfitting and Underfitting

  • ByWayne
  • 02/07/2024
Overfitting and underfitting are the root causes for poor model accuracy. Only by being able to determine whether a model is overfitting or underfitting can we take the correct approach to improve the performance of the model.
Read More
0
0
0
0
Photo by ŞULE MAKAROĞLU on Unsplash
Read More
  • 466 views
  • 1 minute read
  • Artificial Intelligence
  • Machine Learning

Feature Scaling

  • ByWayne
  • 24/06/2024
In machine learning, before we take the data to train a model, we usually need to perform feature scaling on the data.
Read More
0
0
0
0
Photo by Sam Hojati on Unsplash
Read More
  • 2.5K views
  • 5 minute read
  • Android
  • Artificial Intelligence
  • Vision Models

Executing YOLOv8 Models on Android Using ONNX Runtime

  • ByWayne
  • 19/06/2024
Open Neural Network Exchange (ONNX) is a model format defined by several major manufacturers. ONNX Runtime is a library that can execute ONNX models. It was developed by Microsoft. It supports multiple platforms, including Android.
Read More
0
0
0
0
LANGUAGES
  • 中文 (台灣)
RECENT POSTS
  • Photo by Janosch Diggelmann on Unsplash 1
    Bradley-Terry Model
    • 12/01/2026
    • 90 views
  • Photo by Daniel Seßler on Unsplash 2
    Entropy
    • 10/01/2026
    • 18 views
  • Photo by Aivars Vilks on Unsplash 3
    Byte-Pair Encoding
    • 07/01/2026
    • 48 views
  • Photo by Jannes Jacobs on Unsplash 4
    Policy Gradient
    • 24/12/2025
    • 67 views
  • Photo by Paladuta Stefan on Unsplash 5
    On-Policy Control with Approximation
    • 22/12/2025
    • 42 views
MOST VIEWS
  • Photo by Kamile Leo on Unsplash 1
    Spring Security JWT Authentication with Google Sign-In Explained
    • 26/09/2020
    • 14.8K views
  • Photo by Max Langelott on Unsplash 2
    How to Backup and Restore MySQL Databases in Spring Boot
    • 10/09/2020
    • 12.8K views
  • Photo by Heidi Kaden on Unsplash 3
    Sending Push Notifications Using FCM in Spring Boot
    • 18/05/2021
    • 11.5K views
  • 4
    Python Pie/Donut/Sunburst Charts
    • 09/02/2021
    • 10.8K views
  • Photo by Hans-Jurgen Mager on Unsplash 5
    Kotlin Coroutine Flow Tutorial
    • 28/12/2020
    • 9.4K views
Photo by Kamile Leo on Unsplash
Read More
  • 14.8K views
  • 8 minute read
  • Spring Boot
  • Spring Security Explained

Spring Security JWT Authentication with Google Sign-In Explained

  • ByWayne
  • 26/09/2020
Photo by Max Langelott on Unsplash
Read More
  • 12.8K views
  • 2 minute read
  • Spring Boot

How to Backup and Restore MySQL Databases in Spring Boot

  • ByWayne
  • 10/09/2020
Photo by Heidi Kaden on Unsplash
Read More
  • 11.5K views
  • 3 minute read
  • Spring Boot

Sending Push Notifications Using FCM in Spring Boot

  • ByWayne
  • 18/05/2021
Read More
  • 10.8K views
  • 5 minute read
  • Artificial Intelligence
  • Data Visualization

Python Pie/Donut/Sunburst Charts

  • ByWayne
  • 09/02/2021
Subscribe to My Newsletter
Wayne's Talk
  • About Wayne
  • Contact Me
  • Terms of Use
  • Disclaimer
  • Privacy Policy
0
0
0
0
© 2020 - 2026 Wayne's Talk. All Rights Reserved.