资源列表
try_1
- 计算任意平面太阳辐射量 光伏支架跟踪 双面电池和单面电池 单轴跟踪和双轴跟踪(Calculation of solar radiation for arbitrary plane solar radiation tracking double side battery and single side battery and single axis tracking and dual axis tracking)
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.)
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.)
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)
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)
lstm-oreilly-master
- 时间序列预测，股票走势预测，自然语言处理等等(Time Series Prediction)
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
Adafruit_LSM303-master
- Very strong tool to use when it come to BP network
仿真大作业
- 模糊控制PID的simulink仿真模型(Simulink simulation model of fuzzy control PID)
adboost classifier
- aboost分类器的matlab实现，可解决样本的分类问题(The matlab implementation of aboost classifier can solve the problem of sample classification.)
神经网络
- BP神经网络算法，以鸢尾花为例子的分类算法。(BP neural network algorithm, using iris as an example of the classification algorithm)
模拟退火算法
- 模拟退火算法来源于固体退火原理，是一种基于概率的算法，将固体加温至充分高，再让其徐徐冷却，加温时，固体内部粒子随温升变为无序状，内能增大，而徐徐冷却时粒子渐趋有序，在每个温度都达到平衡态，最后在常温时达到基态，内能减为最小。(The simulated annealing algorithm derived from the principle of solid annealing, is a kind of algorithm based on probability, the solid h