临时学习的知识点有点乱,保存起来。
https://zhuanlan.zhihu.com/p/48077774
SENet学习笔记
https://blog.csdn.net/xjz18298268521/article/details/79078551
http://www.sohu.com/a/161633191_465975
机器学习中特征的处理及选择
https://www.cnblogs.com/wkslearner/p/8933685.html
scorecardpy
https://github.com/ShichenXie/scorecardpy
attention机制
论文阅读: 图像分类中的注意力机制(attention)
https://blog.csdn.net/Wayne2019/article/details/78488142
https://www.zhihu.com/question/68482809/answer/595692566
Kudu Administration
https://www.oreilly.com/library/view/getting-started-with/9781491980248/ch04.html
美团机器学习实践》—— 读后总结
https://www.cnblogs.com/xing901022/p/9692348.html
FM
github
https://github.com/ibayer/fastFM
Factorization Machines 学习笔记(四)学习算法
https://blog.csdn.net/itplus/article/details/40536025
推荐系统学习笔记之四 Factorization Machines 因子分解机 + Field-aware Factorization Machine(FFM) 场感知分解机
https://blog.csdn.net/asd136912/article/details/78318563
Introductory Guide – Factorization Machines & their application on huge datasets (with codes in Python)
https://www.analyticsvidhya.com/blog/2018/01/factorization-machines/
FM算法(Factorization Machine)
https://blog.csdn.net/g11d111/article/details/77430095
python3 拼接字符串的7种方法
https://www.cnblogs.com/Jimc/p/9634427.html
ython-argparse-命令行与参数解析
https://zhuanlan.zhihu.com/p/34395749
https://www.cnblogs.com/zhenlingcn/p/8337788.html
Python绘图问题:Matplotlib中指定图片大小和像素
https://blog.csdn.net/weixin_34613450/article/details/80678522
https://blog.csdn.net/chenvast/article/details/78803911
多进程异常处理
https://blog.csdn.net/lixiaowang_327/article/details/81319923
https://blog.csdn.net/qq_34857250/article/details/79673698
python3 - Queue队列
https://blog.csdn.net/GeekLeee/article/details/77883252
https://codesachin.wordpress.com/2016/06/09/the-magic-behind-attribute-access-in-python/
https://blog.csdn.net/lis_12/article/details/53521554
https://www.cnblogs.com/alvin2010/p/9102344.html
https://github.com/imhuay/Algorithm_Interview_Notes-Chinese/blob/master/A-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/A-%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80.md
https://github.com/imhuay/Algorithm_Interview_Notes-Chinese
https://github.com/scutan90/DeepLearning-500-questions/blob/master/ch05_%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C(CNN)/%E7%AC%AC%E4%BA%94%E7%AB%A0%20%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%EF%BC%88CNN%EF%BC%89.md
https://towardsdatascience.com/topic-modeling-and-latent-dirichlet-allocation-in-python-9bf156893c24
https://blog.csdn.net/yhao2014/article/details/51098037
https://www.jianshu.com/p/8ed5cb24ca0e
图网络
谱图(Spectral Graph Theory)理解(2)
https://blog.csdn.net/StreamRock/article/details/82769865
https://blog.csdn.net/StreamRock/article/details/82754539
Spectral Graph Theory 谱图论简谈 图的特征值和拉普拉斯型
http://www.lunarnai.cn/2018/02/04/spectral-graph/
https://blog.csdn.net/lemon759597/article/details/81104891
https://blog.csdn.net/BVL10101111/article/details/53426226
https://www.cnblogs.com/pinard/p/6221564.html
https://blog.csdn.net/weixin_40013463/article/details/81089223
GRAPH CONVOLUTIONAL NETWORKS
http://tkipf.github.io/graph-convolutional-networks/#the-issue-with-regular-graphs
https://github.com/williamleif/GraphSAGE
https://github.com/mdeff/cnn_graph
https://www.cnblogs.com/huangshiyu13/p/6237166.html
https://www.inference.vc/how-powerful-are-graph-convolutions-review-of-kipf-welling-2016-2/
https://en.wikipedia.org/wiki/Spectral_graph_theory
Laplacian_matrix
https://en.wikipedia.org/wiki/Laplacian_matrix
https://www.zhihu.com/question/54504471
https://www.jianshu.com/p/89fbed65cd04?winzoom=1
https://wiseodd.github.io/techblog/2016/12/10/variational-autoencoder/
从变分编码、信息瓶颈到正态分布:论遗忘的重要性
https://spaces.ac.cn/archives/6181
https://www.cnblogs.com/molakejin/p/5708883.html
宽度学习
https://blog.csdn.net/Liangjun_Feng/article/details/80541689
https://github.com/LiangjunFeng/Broad-Learning-System
https://www.cnblogs.com/insistence/p/5901457.html
https://www.cnblogs.com/skyfsm/p/9673960.html
https://www.jianshu.com/p/6c4ec3490559
https://www.jianshu.com/p/87cf95b1faa0
https://blog.csdn.net/zziahgf/article/details/79311275
一文读懂Faster RCNN
https://zhuanlan.zhihu.com/p/31426458
https://blog.csdn.net/wangdongwei0/article/details/83110305
https://blog.csdn.net/hnshahao/article/details/81231211
Mask R-CNN详解
https://blog.csdn.net/WZZ18191171661/article/details/79453780
https://www.cnblogs.com/YouXiangLiThon/p/9178861.html
https://blog.csdn.net/jiangpeng59/article/details/80351423
https://blog.csdn.net/horizonheart/article/details/81188161
https://towardsdatascience.com/faster-r-cnn-object-detection-implemented-by-keras-for-custom-data-from-googles-open-images-125f62b9141a
http://nooverfit.com/wp/%E8%81%8A%E8%81%8A%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B%E4%B8%AD%E7%9A%84%E5%A4%9A%E5%B0%BA%E5%BA%A6%E6%A3%80%E6%B5%8B%EF%BC%88multi-scale%EF%BC%89%EF%BC%8C%E4%BB%8Eyolo%EF%BC%8Cssd%E5%88%B0fpn/
https://www.jiqizhixin.com/articles/2018-04-27
https://www.jianshu.com/p/11df675c9699
https://blog.csdn.net/qq_29133371/article/details/51868103
https://towardsdatascience.com/convolutional-neural-networks-from-the-ground-up-c67bb41454e1
https://blog.csdn.net/fate_fjh/article/details/52882134
https://blog.csdn.net/Chunfengyanyulove/article/details/80509739
https://zhuanlan.zhihu.com/p/28839889
https://blog.csdn.net/zziahgf/article/details/78854456
https://zhuanlan.zhihu.com/p/36791720
https://www.zhihu.com/question/312556066
https://blog.csdn.net/hzhj2007/article/details/79449659
https://zhuanlan.zhihu.com/p/38964806
https://blog.csdn.net/qq_42277222/article/details/82726864
https://www.cnblogs.com/wmr95/p/9551490.html
https://blog.csdn.net/yqmind/article/details/82977172
https://www.cnblogs.com/marsggbo/p/9737991.html
https://blog.csdn.net/Chaolei3/article/details/79374563?utm_source=blogkpcl7
https://blog.csdn.net/xuanwu_yan/article/details/52426862
https://zhuanlan.zhihu.com/p/43200897
既然cnn对图像具有平移不变性,那么利用 图像平移(shift)进行数据增强来训练cnn会有效果吗?
https://www.zhihu.com/question/301522740/answer/531606623
通俗理解卷积神经网络(cs231n与5月dl班课程笔记)
https://blog.csdn.net/v_JULY_v/article/details/51812459
全卷积网络 FCN 详解
https://www.cnblogs.com/gujianhan/p/6030639.html
https://blog.csdn.net/it_lxg123/article/details/80680821
https://blog.csdn.net/nijiayan123/article/details/79416764
GAN
https://www.cnblogs.com/noahzhixiao/p/10171410.html
https://vincentherrmann.github.io/blog/wasserstein/
https://github.com/bojone/gan/blob/master/mnist_gangp.py
FPN
FPN(feature pyramid networks)算法讲解
https://blog.csdn.net/u014380165/article/details/72890275/
https://blog.csdn.net/WZZ18191171661/article/details/79494534
https://blog.csdn.net/u014380165/article/details/72890275
https://towardsdatascience.com/review-msdnet-multi-scale-dense-networks-image-classification-4d949955f6d5
https://github.com/lujingqiao/conv_arithmetic
https://zhuanlan.zhihu.com/p/32746221?utm_source=wechat_session&utm_medium=social
https://blog.csdn.net/whz1861/article/details/78395684
https://www.jianshu.com/p/38dc74d12fcf
https://blog.csdn.net/u014380165/article/details/75142710
https://blog.csdn.net/diamonjoy_zone/article/details/70576775
https://my.oschina.net/u/876354/blog/1637819
https://cloud.tencent.com/developer/article/1101224
https://blog.csdn.net/u013181595/article/details/80990930
https://blog.csdn.net/lanran2/article/details/79057994
https://blog.csdn.net/qq_40027052/article/details/79015827
https://blog.csdn.net/whz1861/article/details/78111606
VGG-16、VGG-19(论文阅读《Very Deep Convolutional NetWorks for Large-Scale Image Recognition》)
https://blog.csdn.net/u011440696/article/details/77756776
https://zhuanlan.zhihu.com/p/41423739
https://blog.csdn.net/hjimce/article/details/50414467
https://www.cnblogs.com/massquantity/p/9416109.html
https://www.jianshu.com/p/5d546dab15f2
https://jhui.github.io/2017/11/03/Dynamic-Routing-Between-Capsules/
Code for Capsule model used in the following paper:
https://github.com/Sarasra/models/tree/master/research/capsules
https://www.jianshu.com/p/f9b0c2c74488
https://blog.csdn.net/Formlsl/article/details/80373200
https://blog.csdn.net/yangfengling1023/article/details/84025313
https://blog.csdn.net/huplion/article/details/79184338
https://blog.csdn.net/robin_xu_shuai/article/details/51898847
https://blog.csdn.net/dfq12345/article/details/78004876
http://www.cnblogs.com/TenosDoIt/p/3644225.html
Spark动态分配资源
https://blog.csdn.net/terrorblade1235/article/details/78322389
http://lxw1234.com/archives/2015/12/593.htm
Spark 以及 spark streaming 核心原理及实践
https://www.cnblogs.com/liuliliuli2017/p/6809094.html
https://www.cnblogs.com/shishanyuan/p/4747735.html
https://blog.csdn.net/ForgetThatNight/article/details/79766015#
hive
https://www.cnblogs.com/boluoboluo/p/6437787.html
正交矩阵
https://zh.wikipedia.org/wiki/%E6%AD%A3%E4%BA%A4%E7%9F%A9%E9%98%B5
-- 未完待续 --