资源列表
sequence_gan
- TensorFlow实现自然语言处理，基于梯度策略算法(Use TensorFlow to deal with the Natural Language Processing)
cnn-text-classfication
- 通过机器学习中的卷积神经网络实现对文本进行分类的算法。(The text is classified by the convolution neural network.)
lstm-text-classfication
- 通过机器学习中的长短时记忆单元实现对文本进行分类的算法。(The long short term memory unit realizes the algorithm of classifying text by machine learning.)
seq2seq
- 通过机器学习算法实现类似文本翻译之类的文本与文本的转换的功能。(The function of text translation is realized by machine learning algorithm.)
4.18
- 对某些点的一维距离像的MATLAB仿真，通过脉冲压缩实现。(The MATLAB simulation of the one-dimensional distance profile of some points is achieved by pulse compression.)
数据处理、整形
- 数据处理，数据整形，简单实用，用于对原始数据预处理(Data processing, data shaping, simple and practical, used for pretreatment of raw data.)
GA algothrim
- 模拟达尔文生物进化理论和遗传学机理实现了遗传算法(the running process of genetic algorithm)
PSOmain
- 程序主要是用于解决TSP问题的粒子群算法，包括粒子群算法的步骤(The program is mainly a particle swarm algorithm for solving TSP problems, including the steps of the particle swarm algorithm)
ga_TSP
- 程序主要是用于解决TSP问题，运用的算法为遗传算法(The program is mainly used to solve the TSP problem. The algorithm used is the Genetic algorithm.)
ACAmain
- 程序为蚁群算法解决TSP问题，主要包含了蚁群算法的具体步骤(The program solves the TSP problem for the ant colony algorithm and mainly includes the steps of the ant colony algorithm)
小网络
- 51单片机智能小车程序，功能是利用神经网络进行防碰撞。(This is a simple program to prevent impact.)
adaboost
- 程序为一种分类算法AdaBoost算法，用于解决二分类问题(The program is a classification algorithm AdaBoost algorithm to solve the two classification problem)