Deus Ex Machina

Protected: Explainable Artificial Intelligence (10) Model-independent Interpretation (Feature Interaction)

Interaction of features, one of the posterior interpretive models that can be explained and used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML).

2023.01.05

推論技術:inference Technology検索技術:Search Technology機械学習:Machine Learning

Protected: Application of Neural Networks to Reinforcement Learning (2) Basic Framework Implementation

Implementation of a basic framework for reinforcement learning with neural networks utilized for digital transformation, artificial intelligence and machine learning tasks (TensorBoard, Image tab, graphical, real-time, progress check, wrapper for env. Observer, Trainer, Logger, Agent, Experience Replay, episode, action probability, policy, Epsilon-Greedy method, python)

2023.01.04

アルゴリズム:Algorithms強化学習微分積分:Calculus最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Math, Music and Computers

Math, music and computers (algorave, live-coding, supercollider, synthesizers, overtone, Clojure, pyhton, FoxDot, generative art)

2023.01.03

音楽:Music

Generative Art, Programs and Algorithms

Generative Art and Programs and Algorithms (clojurescript, javascript, compilation, quil templates, python mode, java mode, processing, ArtBlock, blockchain, curation, ken rilando, autopoiesis, robots, teamlab, algorithms, art, Clojure/Conj, complex systems, information theory, mathematics)

2023.01.02

アート:Artテクノロジー:Technologyビジネス:Business

Ukiyo-e and New Prints – The Old and the New in the Art World

Ukiyo-e and New Prints - The New Wisdom of the Art World (Ukiyo-e, Fukamizu Ito, Tomosui Kawase, Charles Bartlett, Surfing, Fritz Cavellari, Woman in front of the Mirror, Paris World Exposition, Shozaburo Watanabe, Watanabe Woodblock Print Shop, Kuniyoshi Utagawa, 36 Views of Mount Fuji, Hokusai Katsushika, Ghost, Shozaburo Tsutaya, Sharaku Toshusai, Yakusha-e, Kitagawa Utamaro, Bijin Oshukue, Suzuki Harunobu, Azuma Nishikie, Migaraki Bijin, Hishikawa Shinao, TSUTAYA, Type Printing, Edo Period, Muromachi Period, Rakuchu Rakugai-zu Byobu, Melancholy World, Floating World)

2023.01.01

アート:Art歴史

Sun Tzu’s approach has its roots in problem-solving methods.

Sun Tzu's ideas, which are the roots of problem-solving methods (100 victories in 100 battles, advance planning, winning without fighting, five things and seven plans, mausoleum calculation, analysis, objective, visualization)

2022.12.31

中国古典:classics仏教:Buddhism哲学:philosophy禅:Zen課題解決:Problem solving

The Roots of Problem Solving – About Sun Tzu

The Roots of Problem Solving - About Sun Tzu (Sun Wu, Sun Bin, Bamboo Plate of Silver Sparrow Mountain, Strategy, Strategy, Form, Formation, Force, Fiction, Military Conflict, Nine Changes, March, Terrain, Nine Terrains, Fire Attack, Use Space, China, Warring States Period, Spring and Autumn Period, Military Book, Philosophy, Thought Book)

2022.12.30

中国古典:classics仏教:Buddhism哲学:philosophy禅:Zen

Protected: Statistical analysis and correlation evaluation using Clojure/Incanter

Statistical analysis and correlation evaluation using Clojure for digital transformation, artificial intelligence, and machine learning tasks cumulative probability, confidence interval, standard deviation, population, 95% confidence interval, two-tailed test, z-transform, Fisher z-transform, cumulative distribution function, t-distribution, one-tailed test, and degrees of freedom, sampling error, null hypothesis, alternative hypothesis, hypothesis test, standard score, Pearson's product ratio correlation coefficient, covariance, jittering, lognormal distribution, Beki power, Gibrat's law, histogram

2022.12.29

Clojureアルゴリズム:Algorithms最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Protected: Online-type stochastic optimization for machine learning with AdaGrad and minimax optimization

Online stochastic optimization and AdaGrad for machine learning utilized in digital transformation, artificial intelligence, and machine learning tasks, minimax optimization sparsity patterns, training errors, batch stochastic optimization, online stochastic optimization, batch gradient method, minimax optimality, generalization error, Lipschitz continuity, strong convexity, minimax optimal error, minimax error evaluation, first-order stochastic oracle, stochastic dual averaging method, stochastic gradient descent method, regular terms, Nemirovsky, Yudin, convex optimization method, expected error bound, riglets, semidefinite matrix, mirror image descent method, soft threshold functions

2022.12.28

アルゴリズム:Algorithms微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra集合論:Set theory

Protected: Leveraging Apache Spark for Distributed Data Processing – Developing and Executing Applications

Leveraging Apache Spark to enable distributed data processing for digital transformation, artificial intelligence, and machine learning tasks -Application development and execution (forced termination, yarn-client mode, yarn-cluster mode, YARN, and YARN) management commands, cluster, python, Clojure, Shell, AWS, Glue, sparkplug, spark-shell, spark-submit, Nodemanager, HDFS, Spark applications, Scala, sbt, plugin.sbt, build.sbt build.sbt, build, sbt-assembly plugin, JAR file)

2022.12.27

IOT技術:IOT TechnologyStream Data Processingweb技術:web technologyアーキテクチャデータベース技術:DataBase Technologyネットワーク技術ハードウェアマルチエージェントシステム時系列データ解析機械学習:Machine Learning