├── .gitignore ├── _config.yml ├── ailab ├── ad │ ├── architecture.md │ ├── architecture.png │ ├── readme.md │ ├── word.md │ └── 广告系统的平台架构与交互流程.pdf ├── archives │ └── mathjax.html ├── book │ ├── Algorithms │ │ ├── Algorithms-JeffE-2up.pdf │ │ └── Algorithms-JeffE.pdf │ ├── readme.md │ └── 神经网络与深度学习 │ │ ├── chap-数学基础.pdf │ │ ├── chap1-绪论.pdf │ │ ├── chap10-无监督学习.pdf │ │ ├── chap11-概率图模型.pdf │ │ ├── chap12-深度信念网络.pdf │ │ ├── chap13-深度生成模型.pdf │ │ ├── chap15-深度强化学习.pdf │ │ ├── chap15-语言模型与词嵌入.pdf │ │ ├── chap2-机器学习概述.pdf │ │ ├── chap3-线性模型.pdf │ │ ├── chap4-前馈神经网络.pdf │ │ ├── chap5-卷积神经网络.pdf │ │ ├── chap6-循环神经网络.pdf │ │ ├── chap7-网络优化与正则化.pdf │ │ └── chap8-注意力与记忆机制.pdf ├── dataset.md ├── note │ ├── conan.md │ ├── imagenet.md │ ├── mediaevaluate.md │ ├── olap │ │ ├── category.md │ │ ├── readme.md │ │ ├── 分析指标.rp │ │ ├── 数值系统.xls │ │ ├── 数据仓库.md │ │ └── 统计指标.md │ ├── ontology.md │ └── yolo.md ├── paper │ ├── 1406.1078v3-Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation-[EN].pdf │ ├── 1411.2738-word2vec Parameter Learning Explained-[EN].pdf │ ├── 1506.00019-A Critical Review of Recurrent Neural Networks for Sequence Learning-[EN].pdf │ ├── 1506.02640-You Only Look OnceUnified Real Time Object Detection-[EN].pdf │ ├── 1606.07792-Wide & Deep Learning for Recommender Systems-[EN].pdf │ ├── 1801.00209v2-Deep Reinforcement Learning for List-wise Recommendations-[CN].pdf │ ├── 1801.00209v2-Deep Reinforcement Learning for List-wise Recommendations-[EN].pdf │ ├── 1804.02767-YOLOv3 An Incremental Improvement-[EN].pdf │ ├── 36500-Overlapping Experiment Infrastructure More, Better, Faster Experimentation-[EN].pdf │ ├── 45530-Deep Neural Networks for YouTube Recommendations-[CN].pdf │ ├── 45530-Deep Neural Networks for YouTube Recommendations-[EN].pdf │ ├── Distinctive Image Features from Scale-Invariant Keypoints.pdf │ ├── Local Feature View Clustering for 3D Object Recognition.pdf │ ├── Object Recognition from Local Scale-Invariant Features.pdf │ ├── PageRank for Product Image Search.pdf │ ├── gbdt+lr-predicting-clicks-facebook.pdf │ ├── language_models_are_unsupervised_multitask_learners.pdf │ └── 专家系统发展综述.pdf ├── patents │ ├── CN101540739A.pdf │ ├── CN102360358A.pdf │ ├── CN102880691A.pdf │ ├── CN103294814A.pdf │ ├── CN105893405A.pdf │ └── CN106878767A.pdf ├── readme.md ├── tutorial │ ├── jason_svm_tutorial.pdf │ ├── latex │ │ ├── algorithm2e.pdf │ │ └── latex.pdf │ └── vmls-slides.pdf └── 短视频推荐系统.md ├── img ├── java8.png ├── jvm.rp ├── ml_job.png └── ml_map.png ├── other ├── cdh-work.md ├── docker-work │ └── readme.md └── math-work │ ├── backprop │ ├── backprop.html │ ├── backprop_files │ │ ├── img01.gif │ │ ├── img01b.gif │ │ ├── img02.gif │ │ ├── img03.gif │ │ ├── img04.gif │ │ ├── img05.gif │ │ ├── img06.gif │ │ ├── img07.gif │ │ ├── img08.gif │ │ ├── img09.gif │ │ ├── img10.gif │ │ ├── img11.gif │ │ ├── img12.gif │ │ ├── img13.gif │ │ ├── img14.gif │ │ ├── img15.gif │ │ ├── img16.gif │ │ 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