Overview of Infomap and Examples of Application and Implementation
Infomap（Information-Theoretic Modularity）
Infomap is a community detection algorithm that is used to ident...
Overview of Contrastive Predictive Coding (CPC) and examples of algorithms and implementations
Contrastive Predictive Coding (CPC) Overview
Contrastive Predictive Coding (CPC) is a representation learnin...
Overview of self-learning approaches to language processing and examples of algorithms and implementations
Overview of Self-Learning Approaches to Language Processing
Self-Supervised Learning, a branch of machine ...
Overview of Gelman-Rubin Statistics and Related Algorithms and Examples of Implementations
Overview of Gelman-Rubin Statistics
The Gelman-Rubin statistic (or Gelman-Rubin diagnostic, Gelman-Rubin statis...
On the Road to Iki and Tsushima
Summary
Travel is an act for human beings to visit new places and experience different cultures and histories. T...
The Turing Test, Searle’s Refutation and Artificial Intelligence
The Turing Test and Searle's Response to it
One test for determining that a machine is intelligent is th...
Overview of Boltzmann Exploration and examples of algorithms and implementations
Overview of Boltzmann Exploration
Boltzmann Exploration is one of the methods used to balance search and ex...
About AlexNet
AlexNet
AlexNet, a deep learning model proposed in 2012, is a breakthrough in computer vision tasks. Convolut...
About VGGNet
VGGNet（Visual Geometry Group Network）
VGGNet (Visual Geometry Group Network) is a convolutional neural networ...
Statistical Methods Using Sentiment Lexicons
Statistical Methods Using Sentiment Lexicons
Sentiment Lexicons (Sentiment Polarity Lexicons) will be used ...