感知器算法

Python是一种面向对象、解释型计算机程序设计语言，其应用领域非常广泛，包括数据分析、自然语言处理、机器学习、科学计算以及推荐系统构建等。 本书用Python语言来讲解算法的分析和设计。本书主要关注经典的算法，但同时会为读者理解基本算法问题和解决问题打下很好的基础。(Python is an object-oriented, interpretive computer programming language. It has a wide range of applications, including data analysis, natural language processing, machine learning, scientific computing and recommendation system construction. This book uses Python language to explain the analysis and design of algorithms. This book focuses on classical algorithms, but at the same time it will lay a good foundation for readers to understand basic algorithms and solve problems. The book consists of 11 chapters. The tree, graph, counting problem, inductive recursion, traversal, decomposition and merging, greedy algorithm, complex dependency, Dijkstra algorithm, matching and cutting problem, difficult problem and its dilution are introduced. The book has exercises and reference materials at the end of each chapter, which provides readers with more convenience for self-examination and further stu)

说明：  利用遗传算法、蚁群算法、PSO等对SVM模型进行优化，实现高效分类和回归预测(The SVM model is optimized by genetic algorithm, ant colony algorithm and PSO to achieve efficient classification and regression prediction.)

粒子群优化SVM参数 遗传算法优化SVM参数(Particle Swarm Optimization of SVM Parameters)

说明：  社团分类，包括gn算法分类和cpm算法分类，包内还有训练数据可供联系。(community detection)

用Tensorflow,LSTm网络来预测未来股票的价格,

基于贝叶斯变分法的自编码器VAE，以及由此生成的一个写诗机器人。(The self encoder VAE based on Bayes variational method and a poem writing robot generated therefrom.)

说明：  通过python和opencv的运用，对指针式仪表的刻度识别(Calibration Recognition of Pointer Instrument)

说明：  python编程对于心电信号项目的预处理仿真建模(The ECG processing program based on Python is for reference only)

说明：  对连续数据进行SVR回归建模，并对参数寻优(SVR regression modeling for continuous data and parameter optimization)

说明：  用python语言实现了井字游戏，代码含注释，简单易懂(Well word game realized)