Deus Ex Machina

Protected: A linear summation method and message propagation algorithm for MAP estimation of discrete-state graphical models

MAP estimation using linear programming in a graphical model of discrete states in a stochastic generative model (max-sum diffusion (MSD) algorithm, Generalized MPLP, MPLP algorithm, dual solution of the relaxation problem, dual decomposition, solution by message propagation, separation algorithm, cycle inequality, MAP estimation problem formulated as a linear programming problem)

2022.10.12

アルゴリズム:Algorithmsグラフ理論ベイズ推定微分積分:Calculus推論技術:inference Technology最適化:Optimization機械学習:Machine Learning確率・統計:Probability and Statistics線形代数:Linear Algebra

Protected: Nonparametric Bayes from the viewpoint of point processes – Poisson and gamma processes

Nonparametric Bayes from the viewpoint of point processes as an application of stochastic generative models used in digital transformation, artificial intelligence, and machine learning tasks - Poisson and gamma processes additive processes, Poisson random measures, gamma random measures, discreteness, Laplace functional, point processes

2022.10.11

アルゴリズム:Algorithmsベイズ推定微分積分: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: Computational Methods for Gaussian Processes(2)Variational Bayesian Method and Stochastic Gradient Method

Calculations using variational Bayesian and stochastic gradient methods for Gaussian process models, an application of stochastic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks Kullback-Leibler information content, Jensen inequality, evidence lower bound function, mini-batch method, evidence lower bound, variational posterior distribution, evidence variational lower bound

2022.10.10

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微分積分:Calculus推論技術:inference Technology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: Akita Stroll, Matsuo Basho, Masumi Sugae, and Ningyo Dosojin

Ryotaro Shiba's Kaido Yuku, Akita Stroll and Matsuo Basho and Masumi Sugae (Rikkakunan, Hara Kei, Takahashi Koresei, Kano Ryokichi, Naito Konan, Shonai Plain, Zogata, Scaphana Temple, Ningyodo Soshin, Oga Peninsula, Kanpuyama, Former Nara Family Residence, Kurita Sadanosuke, sandbreak forest, Kazuno City)

2022.10.09

旅歴史紀行読書

Protected: Mahayana Buddhism, Nirvana Sutra and Zen Teachings

Mahayana Buddhism, the Nirvana Sutra, and Zen Teachings (all sentient beings are buddhahood, hara-son, Zen questions and answers, takkan-daza, koan, Hakuin Huizaku, Rinzai Buddhism, Nyoraizo philosophy, Soto Buddhism, Śakara Buddhism, Mahayana Buddhism, zazen practice, all plants, all beings become Buddha, Nirvana Sutra, buddhahood)

2022.10.08

仏教:Buddhism哲学:philosophy禅:Zen

Overview and installation of nginx server

Overview and installation of nginx servers used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks

2022.10.07

web技術:web technology

Implementation of hidden Markov model with Viterbi algorithm and stochastic generative model using Clojure

Implementation of hidden Markov models with Viterbi algorithm and probabilistic generative models using Clojure for digital transformation, artificial intelligence, and machine learning tasks

2022.10.06

Clojureアルゴリズム:Algorithmsベイズ推定微分積分: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

Implementation in Clojure of streaming data processing for IOT, Stock Data Analysis

Implementation of core.async asynchronous applications using Clojure such as IOT and stock data analysis for digital transformation (DX), artificial intelligence (AI) and machine learning (ML) tasks

2022.10.05

ClojureIOT技術:IOT TechnologyStream Data Processing

Implementation of a simple recommendation algorithm using Clojure

Implementation of a simple recommendation algorithm (slope-one algorithm) using Clojure for digital transformation (DX), artificial intelligence (AI), and machine learning tasks

2022.10.04

Clojure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

Chinese resturant process (CRP) using Clojure and its application to mixed Gaussian distributions

Application to the Chinese resturant process (CRP) and mixed Gaussian distribution using Clojure for probabilistic generative models used in digital transformation, artificial intelligence, and machine learning tasks

2022.10.03

Clojureアルゴリズム:Algorithmsベイズ推定微分積分: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