资源列表
TensorFlow
- 这是香港科技大学的tensorflow课程，对于深度学习入门很有帮助(This is the tensorflow course at the Hong Kong University Science & Technology, which is helpful for the introduction of deep learning)
BP网络c++
- 神经网络可移植头文件程序，不用修改可直接使用，网络大小可通过参数任意调节(Neural network portable head file program, without modification, can be used directly, network size can be adjusted arbitrarily by parameter)
bp神经网络在线学习
- bp神经网络在线学习pid控制，希望有所帮助(Online learning PID control of BP neural network)
kNN
- kNN金陵算法算法源文件，包括输入，过程逻辑算法，输出(Algorithm source file)
LDA漫游
- LDA的一篇介绍。 LDA的全称是Linear Discriminant Analysis（线性判别分析），是一种supervised learning。LDA是在目前机器学习、数据挖掘领域经典且热门的一个算法(An introduction to LDA. LDA's full name is Linear Discriminant Analysis (Linear Discriminant Analysis), is a supervised learning. LDA is a clas
神经网络
- 单隐藏层神经网络，五折交叉验证外加训练集(Single hidden layer neural network)
相似度检测
- 可以计算文本相似度，任何语言！！！！！！！！！！！！！！！(Can calculate text similarity, any language!!!!!!!!!!!!!!!!!)
nn_CIFAR.py
- pytorch tutorial 代码 简单神经网络 数据集CIFAR(pytorch nn training sample code, Dataset: CIFAR dataset Usage: python3 nn_CIFAR.py)
粒子群算法
- 粒子群算法及讲解，容易理解，适合新手学习数学建模(Particle swarm optimization and explanation)
神经网络
- 比较基础的神经网络讲解和入门知识，并附有一些代码(A relatively basic neural network explanation and introductory knowledge with some code)
feed
- 结合模糊评价和bp神经网络将网路权值转换成个因素的权重 Combining fuzzy evaluation and BP neural network to transform the weights of network weights into factors(Combining fuzzy evaluation and BP neural network to transform the weights of network weights into factors)
YPEA101 Genetic Algorithms
- Ga operator like sel.mut.cross