资源列表
machine-learning-2
- 机器学习算法之C4.5与CART，经典的机器学习的外文资料，该资料描述详细，便于大家的学习。-The machine learning algorithm C4.5 and CART, the classical machine learning foreign language information, the information described in detail, easy to learn from everyone.
machine-learning-1
- 机器学习算法之adaboost算法与apriori算法，经典的外文资料。-Machine learning algorithms with the adaboost algorithm apriori algorithm, classic foreign materials.
VRP
- 蚁群算法，2-opt，解决车辆路径问题（vrp）的matlab代码，修正了原始代码忽略初始节点下一节点cost的问题，但是对某些测试数据集存在车辆数大于或小于的标准问题。-Ant colony algorithm ,2-opt, vehicle routing problem (vrp) matlab code, amended the original code ignores the initial node next node cost problems, but for some tes
neural-network-design-examples
- 几个神经网络的设计实例，包括神经网络的创建、训练、仿真等，代码后有相应的注解说明，比较适合神经网络的初学者学习参考-Several neural network design examples, including the creation, training, simulation of neural networks etc., there is a corresponding code comments that are more suitable for beginners learni
nlu_project
- 采用机器学习的方法进行自然语言处理，对中文进行分词和词性标注。分词采用crf模型，词性标注用hmm模型，解码算法为Vertibi算法。本系统使用java语言编写-Using machine learning methods for natural language processing, carried out on the Chinese word segmentation and POS tagging. Segmentation using crf model, tagging with
Optimal-Statistical-Decisions-
- 大牛DeGroot所写的Optimal Statistical Decisions，google scholar引用4778次，经典书籍，pdf版，未锁定，可自由注释与编辑，人工智能领域推荐-Daniel DeGroot wrote Optimal Statistical Decisions, google scholar cited 4778 times, classic books, pdf version, unlocked, be free to comment and editing,
face-towards-the-identification
- LVQ神经网络的预测——人脸朝向识别matlab源代码-LVQ neural network prediction- face towards the recognition matlab source code
Shanghai-opening-index-prediction
- SVM神经网络的回归预测分析---上证开盘指数预测-SVM neural network regression analysis--- Shanghai opening index prediction
term-traffic-flow-prediction
- 小波神经网络的时间序列预测-短时交通流量预测-Wavelet Neural Network Time Series Prediction- term traffic flow prediction
kalman-peopledetection
- 使用kalman滤波实现动态行人检测与跟踪-dynamic people detection using kalman filter
ACASP
- 蚁群算法寻找最短路径matlab 源代码-Ant colony algorithm matlab source code to find the shortest path
Adaboost_Tutorial
- adaboost学习，对于初学者很有帮助，能简单理解adaboost.希望对大家有所帮助！-adaboost learning, very helpful for beginners can be simple to understand adaboost. want to help!