资源列表
[Peter_Harrington]_Machine_Learning_in_Action
- 机器学习入门书籍，结合python,适合初学者来阅读。(The machine learning based on the python is suitable to the freshman.)
Python数据挖掘入门与实践 .pdf
- python数据挖掘入门书籍，使用与有python基础的编程人员(Python data mining introductory books)
Intro to Bioinformatics Algorithms
- Intro to Bioinformatics Algorithms
Demo_for_Windows-master
- Arcsoft ArcfaceDemo for Windows, VS2013 C++ 虹软开源人脸识别比对引擎示例(Arcsoft ArcfaceDemo for Windows, VS2013 C++)
PSO
- 粒子群优化算法代码，实现任意函数的优化，只需要对需要优化的函数进行编写即可。(Optimization of particle swarm optimization algorithm for optimization of any function)
Clustering-master
- 深度学习中，用matlab对k-means算法进行了实现，运行效果还不错，第一次上传文件，多多指教(The k-means algorithm is implemented.)
神经网络
- 神经网络训练文字识别使用的java实现----------(neural network The texture feature extraction of image is a foundational work for image recognition and classification)
network1
- 应用人工神经网络的建模方法，采用多层感知器的模型结构，利用自适应学习速率的BP学习算法(The application of artificial neural network algorithm and the model structure of multilayer perceptron)
cnn
- 卷积神经网络的M语言实现，包含众多子程序(Convolutional Neural Networ)
Chapter_1
- 《 机器学习及实践:从零开始通往Kaggle竞赛之路》源码，Chapter_1.ipynb("Machine learning and practice: the road from zero to Kaggle competition" source code, Chapter_1.ipynb)
2017Matlab_DeepLearning
- matlab深度学习文档，是最新版的，里面详细记录了各种深度学习模型(Matlab depth learning document)
斯坦福ai报告.pdf
- 斯坦福AI报告，里面包含了大量人工智能行业领域的说明(Standford AI Report, include lots of descr iption.)