数学:Mathematics Uncertainty and Machine Learning Techniques
What is uncertainty?
Uncertainty refers to a state of uncertainty or information in which future events or...
数学:Mathematics python Overview of Hidden Markov Models and various applications and implementations
Machine learning with stochastic models (stochastic generative models)
Probabilistic generative models, al...
アルゴリズム:Algorithms Overview of mixed integer optimization and its algorithm and implementation in python
Mixed-Integer Optimization
Mixed integer optimization is a type of mathematical optimization and refers...
バンディッド問題 Overview of the contextual bandit problem and examples of algorithms/implementations
What is Contextual bandit?
Contextual bandit is a type of reinforcement learning and a framework for solving...
web技術:web technology Overview of Microservices system
Microservices system
Microservices is an approach to software development architecture that is character...
歴史 On the Road: Ushu Kaido – The Road to Yamagata
Summary
Travel is an act for human beings to visit new places and experience different cultures and histories. Th...
数学:Mathematics Solving the Mysteries of Life through Mathematics
Mathematics and Life
Mathematics is the study of concepts and relationships among quantity, structure, space, ...
地理空間情報処理 Overview of geographic information processing and its various applications and implementation in python
Geographic Information Processing
Geographic Information Processing refers to technologies and methods for acqui...
アルゴリズム:Algorithms Protected: Model Building and Inference in Bayesian Inference – Overview and Models of Hidden Markov Models
Model building and inference of Bayesian inference for digital transformation, artificial intelligence, and machine learning tasks - Overview of hidden Markov models and models eigenvalues, hyperparameters, conjugate prior, gamma prior, sequence analysis, gamma distribution, Poisson distribution, mixture models graphical model, simultaneous distribution, transition probability matrix, latent variable, categorical distribution, Dirichlet distribution, state transition diagram, Markov chain, initial probability, state series, sensor data, network logs, speech recognition, natural language processing
IOT技術:IOT Technology Overview of online forecasting technology and various applications and implementations
About Online Forecasting
Online Prediction (Online Prediction) is a method that uses models to make predictio...