资源列表
DQN
- 谷歌DeepMind2015年2月发表的人工智能算法，可以在雅达利2600游戏机的49个游戏中击败人类专业玩家-human-level control through RL
bp
- bp 算法实现的详细过程，有详细的实现过程说明，适合初学者。-detailed process bp algorithm, there is a detailed descr iption of the implementation process, suitable for beginners.
SVM_Train
- 支持向量机分类训练算法SVM，它在解决小样本、非线性及高维模式识别中表现出许多特有的优势-SVM training algorithm
kdtree-realization
- K-d树实现。采用matalb和C++混合编译的方式实现。-kdtree provides a minimalistic implementation of kd-tree. The implementation can be used either inside MATLAB by means of MEX calls, or as a standalone tool, directly a C/C++ program.
digital-image-processing
- 数字图像处理，简单介绍图像的增强，压缩，二值化以及相关的图像处理技术，适合入门者学习图像处理相关的知识。-Digital image processing is introduced, enhancement, image compression, the value of two and the related image processing technology, suitable for beginners to learn the relevant knowledge of image
PSO
- 微粒群优化算法的源代码，入门学习。推荐下载，超级经典。-the code of PSO
BP
- 典型的神经网络算法，含详细注释，供新手学习和借鉴-A typical neural network algorithm, with detailed notes, for beginners to learn from
yhc
- 萤火虫算法是一种新的智能优化算法，用于寻找最优值，解决各种工程问题。-Firefly algorithm is a new intelligent optimization algorithms for finding the optimal value, solve engineering problems.
naive-bayes-spam-filter-master
- 基于朴素贝叶斯分类器写的垃圾邮件过滤系统-machine learning bayes
test.tar
- 用于推荐系统的svd算法，以movielens 1m数据集为例，并有调参数方法-an implemention of svd algorithm for recommender
sapsoandclspso
- 混沌粒子群及自适应粒子群算法，需自行编译适应度函数-Chaos particle swarm and adaptive particle swarm optimization, the need to compile the fitness function
bayes
- Text classification and clustering method: Bayesian clustering and classification of text classification and clustering