资源列表
Adafruit_LSM303-master
- Very strong tool to use when it come to BP network
ML_ex1
- Machine Learning Linear regression exercise one code by Andrew NG, one valuable cost function, with gradient decent and homework instructions, Stanford University, computer science,and so on
Ch02
- 机器学习KNN算法的Python实现，包含测试数据集(KNN algorithm in machine learning,in python)
张志华-机器学习导论
- 机器学习导论--张志华。机器学习权威书籍(Introduction to machine learning - Zhang Zhihua. Machine learning authority books)
ALL_tsp.tar
- TSP(旅行商)问题的测试数据及最优解，用于测试算法的优劣及效率等(The test data and optimal solution of the TSP (traveling salesman) problem are used to test the advantages and disadvantages of the algorithm and its efficiency, etc.)
Handwritten_digit_classification
- 分别使用梯度法和牛顿法训练数据，从而得到3和5两个数字的训练模型，对测试集进行判决，得到训练错误率(The training data were trained by the gradient method and Newton method, and the training models of 3 and 5 numbers were obtained. The test set was judged and the training error rate was obtained.)
aproioi
- 这是经典算法aproioi的全套程序，有数据集，亲测，效果非常好(This is the classic algorithm aproioi full set of programs, data set, pro - measurement, the effect is very good)
LSSVM
- 最小二乘支持向量机，改进后的支持向量机算法(least squares support vector machine, Improved least squares support vector machine)
GA_ANN
- ga
深度学习 21天实战Caffe 547458
- 深度学习资料,深度学习实战21天的PDF版本(Some datasheet about the deep learning and this can be very efficient.)
main
- NLP-NER的一个简单Demo。模型基于LSTM-CRF(A Demon for Chinese-NER from https://github.com/zjy-ucas/ChineseNER)
第19章 神经网络模型
- 神经网络基本原理及流程图相关代码，可以帮大家初步了解神经网络，为进一步的学习打下基础(The basic principle of neural network and the related code of flow chart can help us to understand the neural network initially and lay the foundation for further study.)