機械学習:Machine Learning

Clojure

Sentence classification using liblinear and natural language processing

Classification in liblinear with Clojure, a natural language processing tool., liblinear, SVM, classification with Clojure
Clojure

k-means and Clojure

Natural language processing tools, classification with k-means using Clojure, unsupervised learning
機械学習:Machine Learning

Integration of probability and logic (1) Bayesian Net, KBMC, PRM and SRL

Integration of probability and logic, automatic generation of Bayesian nets using knowledge base (KBMC), prolog, backward reasoning
幾何学:Geometry

Fundamentals of Computer Mathematics

Overview of computer mathematics as a basis for artificial intelligence and machine learning techniques, functions, sets, probability, simultaneous equations, differentiation, and integration.
哲学:philosophy

The difference between causation and correlation

Consideration of causality and correlation as the basis for models of artificial intelligence and machine learning
アルゴリズム:Algorithms

Protected: Pattern recognition algorithm

Introduction to pattern recognition algorithms, nearest neighbor methods, decision trees, and neural nets used in image processing and rule classification.
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