资源列表
smoke
- 使用opencv进行烟雾检测，数据集和代码都在里面，可以直接跑(smoke detection with opencv)
MCMC-master
- 利用RNF深度学习网络结构实现MCMC算法(Using RNF deep learning network structure to implement MCMC algorithm)
BERT用于下游任务的训练模型
- 包含BERT和ALBERT两个模型，可以直接用于下游任务，如命名实体识别等
周志华-机器学习_
- 周志华机器学习，人工智能的经典入门书籍。。。。(Zhou Zhihua's machine learning, the classic introductory book of artificial intelligence.)
MLBook source code
- 机器学习的一些源码，包括KNN，k邻近，RNN神经网络等一些代码，参考书目周志华机器学习(Some source code for machine learning)
PyTorch-GAN-master
- 里面包含多种gan网络，不同网络实现不同效果风格化(It contains a variety of Gan networks, different networks to achieve different effects stylization)
CS294
- 机器学习文档，CS294主要讲深度增强学习，课程实例很多，相信对学习有所帮助。(Machine Learning,Mainly speaking of deep reinforcement learning,,many examples of courses,I believe that learning helps.)
周志华 机器学习
- 周志华机器学习算法的理论知识 包括常用的各种算法的详细描述(The theoretical knowledge of zhou zhihua's machine learning algorithm includes the detailed descr iption of the commonly used algorithms.)
DBN代码
- MATLAB实例与人工智能神经网络深度学习深度信念网络(MATLAB instance and artificial intelligence neural network deep learning deep belief network)
周志华-机器学习_
- 入门级别的机器,内容较多，篇幅较长，请耐心学习，高清的可以自kindle中看(The introduction level machine, the content is more, the length is longer, please be patient to study, the high definition can see from the Kindle.)
python
- python基础教程，python实战项目，非常适用的教程，适合初学者(Python basic tutorial, python combat project, very applicable tutorial, suitable for beginners.)
DNN
- 使用神经网络进行语音增强，包括语音特征提取，DNN，语音重构(Speech enhancement using neural networks)