Protected: Machine Learning Based on Sparsity Overview
An overview of efficient machine learning using sparsity, L1 norm regularization
Warning: Undefined variable $author in /home/c1309528/public_html/deus-ex-machina-ism.com/wp-content/themes/cocoon/functions.php on line 131
Deux Ex Machina
Protected: Natural Language Processing with Deep Learning (1) Data Representation Model
Overview of natural language processing by deep learning, one-hot vector, distributed representation
Word2Vec
An overview of Wprd2Vec, an application of deep learning models to natural language processing.
Protected: Gaussian Processes and Machine Learning – Introduction
Overview of Gaussian Generative Models for Machine Learning without Parameterization of Probabilistic Generative Models
Protected: Support Vector Machines – Overview
Overview of SVMs (Support Vector Machines), the basis for various machine learning methods such as classification, regression, and unsupervised learning.
Relational Data Learning
Extraction, knowledge extraction and prediction by machine learning of relationships used in graph analysis, etc.
Protected: Mixed Unigram Model
Basics of topic models for classification of document data, compound unigram models and LDA for teaching beginners
Protected: Unigram Model
Basics of topic model for classification of document data for education of beginners, unigram model
OpenNLP
How to use OpenNLP, an OSS for natural language processing
What is meaning (1)
Artificial Intelligence (Robots) and the Meaning of Words from a Philosophical Perspective, Semantic and Formal Approaches