资源列表
thinkpython
- 高清，带标签，很好的python学习资料(The book is high-definition, with a tabbed version, a good learning material Python)
Wide & Deep Learning for Recommender Systems
- Wide & Deep Learning for Recommender Systems
AStar
- 寻路算法，最优A星，优化好了的。附带地图一张(Pathfinding algorithm, optimal A star, optimized. A map attached)
ISODATA.cpp
- 实现了机器学习的经典算法ISODATA，由C++实现(ISODATA, a classical algorithm for machine learning, is implemented by C++)
3438
- papers excellent for forecast of weather
ivus
- IVUS极坐标 直角坐标转换 插值非均匀采样(IVUS polar coordinates, rectangular coordinate transformation, interpolation, non-uniform sampling)
knn
- 人工智能导论课作业，水杯图片的分类，knn方法实现(Homework of AI. classify images of cups and bottles. Using knn)
mlp
- 人工智能导论作业，用mlp方法实现的水杯图片分类，生成loss的下降趋势图(Homework of AI. Using MLP to classify images of cups and bottles, and plot loss of the training process.)
svm
- 人工智能导论作业，用SVM方法实现的水杯图片分类，并生成loss的下降趋势图(Homework of AI. Using SVM to classify images of cups and bottles.)
softmax
- 人工智能导论作业，用softmax方法实现的水杯图片分类，可扩展到其他分类任务(Homework of AI. Classify images of cups using softmax. Can be used in other tasks.)
SVM
- 支持向量机，进行数据的预处理，属于浅层神经网络，适用于基础的分类、。(Support vector machine (SVM) is used to preprocess the data, which belongs to the shallow neural network, and is suitable for the basic classification,)
DEEP_LEARNING
- An analysis of single-layer networks in unsupervised feature learning