web技術:web technology 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
machine learning
web技術:web technology Clojure 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
Clojure 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
Clojure 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
Clojure 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
アルゴリズム:Algorithms Protected: Equivalence of neural networks (deep learning) and Gaussian processes
On the equivalence of Gaussian processes and neural networks, an applied model of stochastic generative models used in digital transformation, artificial intelligence, and machine learning tasks from Neal's paper
アルゴリズム:Algorithms Protected: Overviews of reinforcement learning and implementation of a simple MDP model
Overview of reinforcement learning used for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) tasks and implementation of a simple MDP model in python
アルゴリズム:Algorithms Protected: Application of Variational Bayesian Algorithm to Latent Dirichlet Models
Application of the variational Bayesian algorithm, a computational method for stochastic generative models utilized in digital transformation, artificial intelligence , and machine learning tasks, to latent Dirichlet models
アルゴリズム:Algorithms Protected: Maximum Propagation Method for Calculating MAP Assignments in Graphical Models
Estimating the maximized state of probability values (MAP assignment) with the maximum propagation method in probabilistic generative models used in digital transformation, artificial intelligence, and machine learningtasks (TRW maximum propagation method, STA condition, maximum propagation method on a factor graph with cycles, maximum propagation on a tree graph, MAP estimation by message propagation)
アルゴリズム:Algorithms Protected: Calculation of Gaussian processes (1) Calculation by the auxiliary variable method
Approximate computation of Gaussian process models, an application of stochastic generative models utilized in digital transformation, artificial intelligence, and machine learning tasks, using the partial data method and the auxiliary variable method