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
数学:Mathematics 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...
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, ...
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
ビジネス:Business Financial Engineering, Black-Scholes Model and Artificial Intelligence Technology
Financial Engineering
Financial engineering (FE) is the discipline that applies mathematical and statistical met...
アルゴリズム:Algorithms Overview of Causal Forest and examples of application and implementation in R and Python
Causal Forest
Causal Forest is a machine learning model for estimating causal effects from observed d...
アルゴリズム:Algorithms Overview of graph neural networks and examples of application and implementation in python
Graph Neural Networks
A graph neural network (GNN) is a type of neural network for data with a graph struc...
python Noise reduction and data cleansing in machine learning, interpolation of missing values
Noise reduction and data cleansing in machine learning, interpolation of missing values
Noise removal and data...
数学:Mathematics Science Fiction Novel “Three Bodies,” the Three Bodies Problem, and Machine Learning Technology
Introduction
I'm reading "three bodies" (santai)vol1, vol2, vol3.
Three Bodies is a full-length science ...
アルゴリズム:Algorithms Overview of the topic model and various implementations
Topic Model Overview
The topic model will be a statistical model for automatically extracting topics (them...