资源列表
MNIST-OCR-ELM
- ELM超限学习机的拓展应用，多层感知机，可用于特征提取- Expand the application ELM overrun learning machine, MLP can be used for feature extraction
HMM-isolated-word-speech-recognition
- 一种基于隐马尔科夫模型的孤立词的的语音识别实验，可以试验0到9的数字语音识别。-An isolated word speech recognition experiment based on the hidden Markov model, can test 0 to 9 digit speech recognition.
SleepWakeStaging
- 睡眠分析源程序，非常详细专业的脑电分析程序，非常适合脑电分析的学生-Sleep source analysis, very detailed professional EEG analysis program, EEG analysis is ideal for students
Combinatorial-Auctions
- 采用禁忌搜索算法解决组合拍卖问题，在短时间内找到近似最优解，用C++语言实现。-Tabu search algorithm for solving combinatorial auctions, in a short time to find the approximate optimal solution with C++ language.
pso-riqian-dispatch
- 日前调度计划优化，根据负荷、风电、光伏、燃气轮机、蓄电池出力计划，安排日前调度出力，以成本最优为目标函数进行调度-Recently scheduling optimization, depending on the load, wind power, photovoltaic, gas turbines, battery output plan arranged before scheduling output, optimal scheduling cost as the objective
DeepLearnToolbox
- DeepLearnToolbox是Matlab的深度学习工具箱，包含了深度信度网络DBN，卷积网络CNN，SAE（stacked auto-encoders）,CAE(Convolutional auto-encoders)和NN深度学习算法的实现。-DeepLearnToolbox is a MATLAB toolbox about depth learning, contains realizations of deep belief network DBN, convolutional n
cca
- MATLAB环境中的CCA，可以用于信号特征的分析，学习。-The CCA MATLAB environment study, can be used for the analysis of characteristics of signal.
wangge
- 网格搜索法，直接可用，进行参数寻优，预测结果与真实数据相差小，是一种实用的优化算法。-Grid search method, directly available for parameter optimization, the predicted results with real data differs little, is a kind of practical optimization algorithm.
xuyigongji
- 复杂网络的蓄意攻击，蓄意攻击是攻击度最大的节点-Deliberate attack complex networks, deliberate attack is an attack of the largest node
chapter3
- 数据挖掘实战Python入门,用来做数据分析的法宝，偏向于实战，内有注释-data mining
fcm
- 用fcm算法对图像进行变化检测（首先对图像进行中值滤波，再用fcm算法分割），代码完整。-Using FCM algorithm for image change detection (of image median filtering in the first place, reoccupy FCM algorithm segmentation), code integrity.
pso
- 基于基本粒子群优化算法（PSO）的微电网经济调度研究-Based on the basic particle swarm optimization algorithm (PSO) micro grid economic operation research