Overview of Copra and examples of applications and implementations
Copra（Community Detection using Partial Memberships）
Copra (Community Detection using Partial Memberships)...
EfficientNet
Overview of EfficientNet
EfficientNet is one of the lightweight and efficient deep learning models and convol...
Dealing with Polysemous Words in Machine Learning
Dealing with Polysemous Words in Machine Learning
Dealing with polysemous words (homonyms) in machine lear...
Derivation of the Cramér-Rao Lower Bound (CRLB)
Derivation of the Cramér-Rao Lower Bound (CRLB)
The Clamell-Lauber lower bound provides a lower bound for measu...
On the Road: A Walk in New York City
Summary
Travel is an act for human beings to visit new places and experience different cultures and histories. Th...
Sotatsu Tawaraya, Korin Ogata – Timeless designs based on unique compositional skills
Tawaraya Sotatsu
As mentioned in the article "On the Road to Kyoto: Strolling through Kyoto's Famous Temples and...
Overview of A2C (Advantage Actor-Critic) and examples of algorithms and implementations
Overview of A2C（Advantage Actor-Critic）
A2C (Advantage Actor-Critic) is an algorithm for reinforcement lear...
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 ...