Deus Ex Machina

Protected: Optimization for the main problem in machine learning

Optimization for main problems in machine learning used in digital transformation, artificial intelligence, and machine learning tasks (barrier function method, penalty function method, globally optimal solution, eigenvalues of Hesse matrix, feasible region, unconstrained optimization problem, linear search, Lagrange multipliers for optimality conditions, integration points, effective constraint method)

2023.05.02

アルゴリズム:Algorithmsグラフ理論スパースモデリング幾何学:Geometry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

Protected: Applied Bayesian inference in non-negative matrix factorization: model construction and inference

Non-negative matrix factorization as a construction and inference of applied Bayesian inference models used in digital transformation, artificial intelligence, and machine learning tasks Poisson distribution, latent variable, gamma distribution, approximate posterior distribution, variational inference, spectogram of organ performance data, missing value interpolation, restoration of high frequency components, super-resolution, graphical models, hyperparameters, modeling, auxiliary variables, linear dimensionality reduction, recommendation algorithms, speech data, Fast Fourier Transform, natural language processing

2023.05.01

アルゴリズム:Algorithmsグラフ理論スパースモデリングベイズ推定幾何学:Geometry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

On the Road: A Stroll through Kyoto’s Famous Temples and Daitokuji Temple – Dada, Zen, and a Rest

Ryotaro Shiba's Stroll along the Road to Kyoto's Famous Temples and Daitokuji Temple: Dada, Zen, and Ikkyu Shoenan, Fudemo Daiyokai, Noh, Kinshun Zenchiku, Zeami, Tea Ceremony, Shiho, Murata Shuko, Rohan, Kaso Sogun, James Joyce, Marcel Duchamp, Dadaism, Takahashi Shinkichi, Rinzai Zen, Baojyubashi, Tsutenkyo, Gagunbashi, Tofukuji, Tenryuji, Nanzenji, Kenninji, Eisai, Shino

2023.04.30

仏教:Buddhism旅歴史禅:Zen紀行読書

Protected: From the Special Lecture “Socrates’ Defense,” “Starting Points in Philosophy.”

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2023.04.29

哲学:philosophy課題解決:Problem solving

Protected: Explainable Machine Learning (18)Adversarial Examples

Explainable Machine Learning with Adversarial Sample Approach utilized for Digital Transformation, Artificial Intelligence, and Machine Learning tasks Cyber Security, Surrogate Models, Neural Networks, Black Box Attack, Expectation Over Transformation algorithm, EOT, InceptionV3, TensorFlow, Fast gradient method, VGG16 classifier, ImageNet, adversarial patch, 1-pixel attack, L-BFGS method, Fast gradient sign method

2023.04.28

Uncategorized

Protected: Implementation of two approaches to improve environmental awareness, a weak point of deep reinforcement learning.

Implementation of two approaches to improve environment awareness, a weakness of deep reinforcement learning used in digital transformation, artificial intelligence, and machine learning tasks (inverse predictive, constrained, representation learning, imitation learning, reconstruction, predictive, WorldModels, transition function, reward function Weaknesses of representation learning, VAE, Vision Model, RNN, Memory RNN, Monte Carlo methods, TD Search, Monte Carlo Tree Search, Model-based learning, Dyna, Deep Reinforcement Learning)

2023.04.27

アルゴリズム:Algorithmsグラフ理論スパースモデリングマルチエージェントシステム幾何学:Geometry強化学習微分積分:Calculus数理論理学:Mathematical logic最適化:Optimization機械学習:Machine Learning深層学習:Deep Learning確率・統計:Probability and Statistics

Protected: Regression analysis using Clojure (2) Multiple regression model

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2023.04.26

アルゴリズム:Algorithmsグラフ理論微分積分:Calculus最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Overview of web crawling technologies and implementation in Python/Clojure

Overview of web crawling technologies used for digital transformation, artificial intelligence and machine learning tasks and their implementation in Python/Clojure jsoup, clj-http, enlive, clojure.data.json, HTML, CSS jsoup, HTML, CSS, XPATH, JSON, BeautifulSoup, Scrapy, data extraction, natural language processing, databases, search, SNS analysis

2023.04.25

Clojurepythonweb技術:web technology

Overview of Kubernetes, environment setup, and reference books

Overview and configuration of Kubernetes used for digital transformation, artificial intelligence and machine learning tasks, reference books (Microservices, Spinnaker, Blue, Containers, Cloud Natives, Skaffold, Clair, Security, BuildKit, Kaniko, Operator, Helm, Chart, Sock Shop, YAML, Prometheus, Grafana, Pod, Minikube)

2023.04.24

ICT技術:ICT Technology

On the Road to Inaba and Hoki

Ryotaro Shiba's Road to Inaba and Hoki (Eshima Ohashi Bridge, Beta Tread Bridge, Mizuki Shigeru Road, Mizuki Shigeru Memorial Museum, Sakaiminato, Kaike Onsen, Kaike Triathlon, Hoki Daisen, Kurayoshi, Kurayoshi Kasuri, Ikinoshima, Inaba no Shirousagi, Okuninushi no Mikoto, Yatsujin, Izumo Country, Inaba no Genza, Myokojin, Yanagi Muneyoshi, D. T. Suzuki, Zen, folk art, Japan Folk Mingeikan, Manyoshu, Otomo Iemochi, Taika no Kaihin, Soga Iruka, Prince Nakataio, Inaba no Kokubu, Hayano, Nagisan, Momotaro, Izumo Taisha, Yaqi Taibe, Susano-onomikoto, Kibitsuhiko-nomikoto, Chizu-cho, Tottori, Chugoku Mountains)

2023.04.23

旅歴史紀行読書