├── .gitattributes ├── .gitignore ├── CONTRIBUTING.md ├── GLOSSARY.md ├── README.md ├── SUMMARY.md ├── SUMMARY2.md ├── ailing-yu-guo-nei-chuang-ye-gong-si.md ├── assets ├── 0010106fd840f5fc33a2067a3e076a37 ├── 01B0ED32CD3444035AF555CA000050B2 ├── 0DB4E913CDE0490352F049530300B030 ├── 1227e642bbcbe8b173be63ab9b55084e ├── 1A087822C5234D321FEC1DDA000080B5adsfds233 ├── 1A247E2293E149031AE4657B02007072 ├── 1B843C628BF05D801E54B0CE0300E0B1 ├── 1E247C22997548031E58246C02007070 ├── 1FA07D2383DE55C81EEC0DC20200E0B2 ├── 25c0bee250fc80ea08b6c1f7dba096c9 ├── 31e0735e8ed89a1778217b92fde2e3e3 ├── 38041392463b772c8a89093a77bb5e0a ├── 3FA07D238FE05C114E6508DA020030B3 ├── 4461b6240981471a4d0204af3c20a2c3 ├── 4AA83862CDE5D9110E55C0DE0000E0B1 ├── 4AAC3A62C1E5491150F435CB0000E0B1 ├── 4AAC3C628DE449014AFD40DB000080B1 ├── 4AAE3C62896449031EF4A5DA000080B1 ├── 4B843862AFB5488A5A582DD30000C0B1 ├── 4BA43C6251CCD9E90E74F0CE0300A0B1 ├── 4BA43C62CFC5F91150FD51DB0300C0B1 ├── 4BA63C62CDE5DE114C5958C60000E0B1 ├── 4BAC3462C1F4C9904AF411CB0300A0B1 ├── 4BAC3862C9E54D110C74D4C60000A0B1 ├── 4BAC3C6283804CE04C5DF4CE030080B1 ├── 4BAE3462CDEFCE110C74D0C60000A0B1 ├── 4CA4387259DFF1E956D4017E0200A070 ├── 4CA43C7251C5D9EB54D4556E02007072 ├── 4CA53C72134950E25E5480DC0200E071 ├── 4CA53C72195958C05E5480DC0200C072 ├── 515382cbadec817ca37f93a175cedb42 ├── 58243C721DD1C9CC42C17D690200F030 ├── 58243C721DD1C9CC42C17D690200F030fdasfasfd ├── 5844e73abefacf4b18bdbeff1a431236 ├── 5945c18377f48c6770e8a1b8ca95171b ├── 5A243C621B5851C25E58ACF40200E030 ├── 5A843C62B9805CC80A75D0C30000E0B1 ├── 5AA83C6231936C650E7D25DA0000C0B1 ├── 5AAC3C6283D049CA0AF5E0DB000080B1 ├── 5AAC3C62C964F8115C5510C60000C0B1 ├── 5AAE3C62C75059C00E5590CE000080B1 ├── 5_13_03.gif ├── 5_13_06.gif ├── 6566eab4181198f6f1f658b8826e3e28 ├── 6AAE3C628BD04CC21A5524DB0300C0B1 ├── 6BAC386249DED9EB1E5DD0C60000E0B1 ├── 6BAC3862CF97CE134E5158C20000E0B1 ├── 7AAC3C6297F149820E7DD0CE000080B1 ├── 7B8C346293C04D431CFD84DE0000C0B1 ├── 90d54113f9e7983dc4358a092c0e48d9 ├── A590ED3397E5490356C1F1CE0200F0B3 ├── A6B569220B9178C01261857902005071 ├── A8A07C32B1C868E2587DC0CA020070B2 ├── CCA438725149D8EB14DC116E02005073 ├── CCA43872D17BFDEF56DC017E0200E070 ├── DB243C621321DDEF5E5488D80200D0B3.png ├── E898EA1AC809E00358CC44D2030080B3 ├── E898EA1AC809E00358CC44D2030080B3342342efafasd ├── EB82ED0F099761EF12510CEA03008032343eadfsa ├── EEA53862595FF1ED56F4817E0200A070 ├── F980CB1A590F40CC18DC34DB030050B1 ├── F980CB1A8FE4491B4EC0ADC8030090B3 ├── WOEformula1.png ├── afsasf23234fa18751ab150fa2b8acf893ef8bacf49 ├── alirecomadn7.png ├── alirecomamnd6.png ├── alirecommadn4.png ├── alirecommand1.png ├── alirecommand2.png ├── alirecommand5.png ├── alirecoomand3.png ├── asdf23425d541db9fec2099aa77418b8d0aef76f ├── asdfa32344A2C3862CDA6EE111E7DA5D60300C0B1 ├── asdfasdf231412431324234asdf.png ├── asdfasdfwrwerwer412aa439a4875f4cd0c8f2d03ec502e1 ├── asdfaswr663e9baa2418da73bf360f786099d8fe ├── asdfsafwr2342234a77deba5e4609dc6e3ac1a8a7b1933a7 ├── b88af5d3fa87d738e3d1aeb6cfd6d319 ├── bianliangfenxiangliuchneg1.png ├── clustermethod1.png ├── clustermethod2.png ├── cnnalexnet1.png ├── cnnconv1.png ├── cnnconv2.png ├── cnnconv3.png ├── cnndensnet1.png ├── cnndensnet2.png ├── cnnpool1.png ├── commonf-rleu.png ├── commonf-tanh.png ├── convetex1.png ├── convetex2.png ├── convetex3.png ├── dataprocesscode100.jpg ├── decisiontreecode100.jpg ├── deeplayer-bn1.png ├── deeplayer-bn2.png ├── deeplayer-bn3.png ├── deeplayer-embeding2.png ├── deeplayer-embeding3.png ├── deeplayer-pooling1.png ├── deeplayerr-embemding1.png ├── deeplearinggan4.png ├── deeplearinggan5.png ├── deeplearinggan6.png ├── deeplearinggan8.png ├── deeplearinginggan13.png ├── deeplearninggan1.png ├── deeplearninggan10.png ├── deeplearninggan11.png ├── deeplearninggan14.png ├── deeplearninggan17.png ├── deeplearninggan2.png ├── deeplearninggan3.png ├── deeplearninggan7.png ├── deeplearninggan9.png ├── deterministic-value-iteration.png ├── dfas4342424BA43C62C9E04C111CF425DE0300C0B1 ├── dl-cnn-for-nlp.png ├── dl-poopnet-mobilenet1.png ├── dl-popnet-mobilenet.png ├── dl-popnet-mobilenet10.png ├── dl-popnet-mobilenet2.png ├── dl-popnet-mobilenet3.png ├── dl-popnet-mobilenet5.png ├── dl-popnet-mobilenet6.png ├── dl-popnet-mobilenet7.png ├── dl-popnet-mobilenet8.png ├── dl-popnet-mobilenet9.png ├── dl-popnet-resnet1.png ├── dl-popnet-resnet2.png ├── dl-popnet-resnet3.png ├── dlintronet2.png ├── dlnet2.png ├── dlnet22.png ├── dlnet23.png ├── dlnet24.png ├── dlnet3.png ├── dlnet4.png ├── dlnet5.png ├── dlnet6.png ├── dnnimg1.png ├── dnnimg2.png ├── dnnimg3.png ├── dnnimg4.png ├── dnnimg5.png ├── dnnimg6.png ├── dnnimg7.png ├── encode4.png ├── encoder1.png ├── encoder2.png ├── encoder3.png ├── encoder5.png ├── encoder7.png ├── fd44e3326089ba1fc5f20dc026cd2b98 ├── ff99fc502b10e43d097a509ddb00ddcd ├── ganvae1.png ├── ganvae2.png ├── ganvae3.png ├── ganvae4.png ├── ganvae5.png ├── gif5.gif ├── gif5新文件 (1).gif ├── googlenet1.png ├── hmm-markv3.png ├── hmm-markv4.png ├── hmm-markv5.png ├── hmm-mengtekaluo2.png ├── hmm-mentekaluo1.png ├── ica2.png ├── ica3.png ├── integrate-learning1.png ├── intronet1.png ├── jiekadejuli.png ├── knncode100.jpg ├── knncode100.png ├── label-recommand.png ├── layers-softmax.png ├── lg-kkt1.png ├── lg-kkt2.png ├── lg-kkt3.png ├── lg-kkt4.png ├── lg-kkt5.png ├── llm-intro-app-finllm1.png ├── llm-transforme-decoder5.png ├── llm-transformer-attention1.png ├── llm-transformer-attention2.png ├── llm-transformer-attention3.png ├── llm-transformer-attention4.png ├── llm-transformer-attention5.png ├── llm-transformer-attention6.png ├── llm-transformer-attention7.png ├── llm-transformer-attention8.png ├── llm-transformer-attention9.png ├── llm-transformer-decoder1.png ├── llm-transformer-decoder2.png ├── llm-transformer-decoder51.png ├── llm-transformer-decoder53.png ├── llm-transformer-decoder55.png ├── llm-transformer-decoder61.png ├── llm-transformer-decoder62.png ├── llm-transformer-encoder1.png ├── llm-transformer-encoder2.png ├── llm-transformer-encoder3.png ├── llm-transformer-encoder4.png ├── llm-transformer-encoder5.png ├── llm-transformer-input1.png ├── llm-transformer-input2.png ├── llm-transformer1.png ├── llm-transformer12.png ├── llm-transformer13.png ├── logisticcode100.jpg ├── lstmpci4.png ├── lstmpic1.png ├── lstmpic2.png ├── lstmpic3.png ├── lstmpic5.png ├── lstmpic6.png ├── lstmpic7.png ├── lstmpic8.png ├── machinelearingdist2.png ├── machinelearningdist1.png ├── makrv-bestvf.png ├── markv-bellman1.png ├── markv-bellman2.png ├── markv-bellman3.png ├── markv-mdp1.png ├── markv-mdp11.png ├── markv-mdp2.png ├── markv-mdpvf1.png ├── markv-mrp1.png ├── markv-policy1.png ├── markv-reward1.png ├── markv-transfer-matrix.png ├── markv-valuefunction1.png ├── markv-valuefunction2.png ├── markv-vaulefunction3.png ├── mdp-dp1.png ├── mdp-dp2.png ├── meituan1.png ├── meituan10.png ├── meituan11.png ├── meituan12.png ├── meituan14.png ├── meituan15.png ├── meituan16.png ├── meituan2.png ├── meituan3.png ├── meituan4.png ├── meituan5.png ├── meituan7.png ├── meituan8.png ├── meituan9.png ├── mento-calro2.png ├── mento-carlo1.png ├── mento-carlo3.png ├── mento-carlo4.png ├── mento-carlo5.png ├── mento-carlo6.png ├── mento-carlo7.png ├── mento-carlo8.png ├── mlmodelmetircsd24.png ├── mlmodelmetrics10.png ├── mlmodelmetrics11.png ├── mlmodelmetrics12.png ├── mlmodelmetrics13.png ├── mlmodelmetrics14.png ├── mlmodelmetrics15.png ├── mlmodelmetrics16.png ├── mlmodelmetrics17.png ├── mlmodelmetrics2.png ├── mlmodelmetrics3.png ├── mlmodelmetrics32.png ├── mlmodelmetrics6.png ├── mlmodelmetrics8.png ├── mlmodelmetrics9.png ├── mlmodelmetricsd22.png ├── mlmodelmetricvs21.png ├── mlmodemetrics1.png ├── mlmodemetrics18.png ├── mlmodemetrics19.png ├── mlmodemetrics7.png ├── mlpre1.png ├── mlpre11.png ├── mlpre12.png ├── mlpre13.png ├── mlpre14.png ├── mlpre15.png ├── mlpre16.png ├── mlpre17.png ├── mlpre2.png ├── mlpre3.png ├── mlpre4.png ├── mlpre5.png ├── mlpre6.png ├── mlpre7.png ├── mlpre8.png ├── mlpre9.png ├── mlutibandit-rewardreduce.png ├── multi-bootstraping2.png ├── multi-bt1.png ├── multi-bt10.png ├── multi-bt11.png ├── multi-bt12.png ├── multi-bt2.png ├── multi-bt3.png ├── multi-bt5.png ├── multi-bt7.png ├── multi-bt8.png ├── multi-bt9.png ├── multi-steps-bootstraping1.png ├── multibandit-formula1.png ├── multibandit-gba.png ├── multibandit-gba2.png ├── multibandit-svgreward.png ├── multilrcode100.jpg ├── mutilbandit-ucb.png ├── mywebchat.png ├── newton1.png ├── normal-expandvaiance.png ├── parallel-ml1.png ├── prefixspan1.png ├── prefixspan2.png ├── prefixspan3.png ├── prefixspan4.png ├── prefixspan5.png ├── randomforestcode100.jpg ├── rbm-yuanli10.png ├── rbm-yuanli11.png ├── rbm-yuanli2.png ├── rbm-yuanli21.png ├── rbm-yuanli22.png ├── rbm-yuanli23.png ├── rbm-yuanli24.png ├── rbm-yuanli25.png ├── rbm-yuanli3.png ├── rbm-yuanli5.png ├── rbm-yuanli6.png ├── rbm-yuanli7.png ├── rbm-yuanli8.png ├── rbm-yuanli9.png ├── rbm-yunali1.png ├── rbm-yunali4.png ├── reinforcement-a3c.png ├── reinforcement-deepmind-ppo.png ├── reinforcement-dqn1.png ├── reinforcement-dqn21.png ├── reinforcement-dqn3.png ├── reinforcement-dqn4.png ├── reinforcement-dqn5.png ├── reinforcement-pg1.png ├── reinforcement-ql.png ├── reinforcement-ql2.png ├── reinforcement-ql3.png ├── reinforcementlearing3.png ├── reinforcementlearing5.png ├── reinforcementlearning1.png ├── reinforcementlearning2.png ├── reinforcementlearning4.png ├── reinforcementlearning6.png ├── reinforcemnt-dqn2.png ├── reinforcemnt-opeai-ppo.png ├── reinforcemnt-ql4.png ├── reinforementlearing7.png ├── reqdfas3242F9A01A728BD741CA145C20CF0300E0A1 ├── restnet1.png ├── rl-td-error.png ├── rl-td1.png ├── rl-td11.png ├── rl-td2.png ├── rl-td21.png ├── rl-td31.png ├── rl-td33.png ├── rl-td34.png ├── rl-td4.png ├── rl-td41.png ├── rl-td46.png ├── rl-td47.png ├── rl-td48.png ├── rl-td48png ├── rl-td49.png ├── rl-td5.png ├── rl-td51.png ├── rl-td53.png ├── rl-td61.png ├── rl-td71.png ├── rl-td81.png ├── rnnb1.png ├── rnnb2.png ├── rnnb3.png ├── rnnstructure1.png ├── runnbidirection1.png ├── runseqtask1.png ├── simplelrcode100.jpg ├── simplenet.png ├── softmax1.png ├── softmax2.png ├── softmax3.png ├── touyouhua10.png ├── touyouhua11.png ├── touyouhua2.png ├── touyouhua3.png ├── touyouhua4.png ├── touyouhua5.png ├── touyouhua6.png ├── touyouhua7.png ├── touyouhua8.png ├── touyouhua9.png ├── touyuhua1.png ├── ubc1.png ├── ucts.png ├── vi-em.png ├── voice-intro1.png ├── voice-intro2.png ├── voice-intro3.png ├── voice-intro4.png ├── voice-intro5.png ├── voice-intro6.png ├── voice-intro7.png ├── xinxishang.png └── zxcvsdafdsfawerqewrsadf.png ├── bing-xing-xue-xi.md ├── bm ├── MCP.md ├── agent.md ├── bert.md ├── bm.md ├── chatGPT.md ├── distill.md ├── images │ └── moe │ │ ├── 640-17128413086452.webp │ │ ├── 640-17128413161784.webp │ │ ├── 640-17128413390416.webp │ │ ├── 640-17128413425218.webp │ │ ├── 640-171284134685110.webp │ │ ├── 640-171284134987812.webp │ │ ├── 640-171284135405014.webp │ │ ├── 640-171284135887416.webp │ │ ├── 640-171284138245818.webp │ │ ├── 640-171284138725120.webp │ │ ├── 640-171284139157822.webp │ │ ├── 640-171284139569724.webp │ │ ├── 640-171284140731426.webp │ │ ├── 640-171284141549028.webp │ │ └── 640.webp ├── langchain.md ├── llmafactory.md ├── lora.md ├── modelmerge.md ├── moe.md ├── parallel.md ├── quantization.md ├── rag.md ├── seq2seq.md ├── sft.md ├── transformer.md ├── transformer │ ├── attentionzhu-yi-li-ji-zhi.md │ ├── decoderjie-gou.md │ ├── encoder-jie-gou.md │ └── transformershu-ru.md ├── transformers.md ├── unsloth.md ├── vit.md └── vllm.md ├── book.json ├── can-kao.md ├── cover.jpg ├── datasets ├── 50_Startups.csv ├── Data.csv ├── Social_Network_Ads.csv ├── readme.md └── studentscores.csv ├── dl ├── cnn │ ├── cnn-arch.md │ ├── cnn-bp.md │ ├── cnn-fp.md │ └── introduction.md ├── dl.md ├── dlapp │ ├── automlzai-tui-jian-xi-tong-ying-yong.md │ ├── mei-tuan-tui-jian-pai-xu.md │ └── mei-tuan-wai-mai-ai-ji-zhu.md ├── encoder │ ├── denoise-encoder.md │ ├── encoder.md │ ├── keras-autoencoder.md │ ├── sparse-autoencoder.md │ └── stack-denoise-encoder.md ├── gan │ ├── dcgan.md │ ├── gan.md │ ├── infogan.md │ └── vae.md ├── introduction │ ├── READ.md │ ├── back-propagation.md │ ├── chapter1.md │ ├── chapter2.md │ ├── chapter3a.md │ ├── chapter3b.md │ ├── chapter4.md │ ├── chapter5.md │ ├── chapter6.md │ ├── dnn-bp.md │ ├── dnn-fp.md │ ├── dnn-loss.md │ ├── dnn-normal.md │ ├── introduction.md │ └── ji-ben-gai-nian.md ├── layers │ ├── activation.md │ ├── conv.md │ ├── core.md │ ├── ebbedded.md │ ├── layers.md │ ├── lcnn.md │ ├── merge.md │ ├── nosie.md │ ├── pooling.md │ ├── regular.md │ ├── rnn.md │ ├── userdefine.md │ └── wrapper.md ├── paralleldl │ └── mei-tuan-bing-xing-xue-xi-shi-jian.md ├── popnet │ ├── mobilenet.md │ └── resnet.md ├── rbm │ ├── dbn.md │ ├── rbm-code.md │ ├── rbm-yuanli.md │ └── rbm.md ├── reference.md ├── reinforcement │ ├── a3csuan-fa.md │ ├── actor-critic.md │ ├── alpha-beta.md │ ├── banditsuan-fa.md │ ├── ddpg.md │ ├── dqn.md │ ├── dynamic-programming.md │ ├── liu-shi-zai-xian-xue-xi.md │ ├── mdp.md │ ├── meng-te-qia-luo-shu-sou-suo.md │ ├── monte-carlo.md │ ├── multi-bandit.md │ ├── multi-steps-bootstraping.md │ ├── policy-gridient.md │ ├── policy-network.md │ ├── ppo.md │ ├── q-learning.md │ ├── reinforcement.md │ ├── shi-xu-cha-fen-xue-xi.md │ ├── tabular-method.md │ └── ti-du-xia-jiang-ce-lve-you-hua-tui-dao.md ├── rnn │ ├── bidirectional-rnns.md │ ├── bptt.md │ ├── deep-bidirectional-rnns.md │ ├── lstm.md │ ├── rnn-bptt.md │ └── rnn.md └── word2vec │ ├── cbow-skip-n.md │ ├── hierarc-softmax.md │ ├── negative-sampling.md │ └── word2vec.md ├── images ├── 1.png ├── 10.png ├── 100.png ├── 101.png ├── 102.png ├── 103.png ├── 104.png ├── 105.png ├── 106.png ├── 107.png ├── 108.png ├── 109.png ├── 11.png ├── 110.png ├── 111.png ├── 112.png ├── 113.png ├── 114.png ├── 115.png ├── 116.png ├── 117.png ├── 118.png ├── 119.png ├── 12.png ├── 120.png ├── 121.png ├── 122.png ├── 123.png ├── 124.png ├── 125.png ├── 126.png ├── 127.png ├── 128.png ├── 129.png ├── 13.png ├── 130.png ├── 131.png ├── 132.png ├── 133.png ├── 134.png ├── 135.png ├── 136.png ├── 137.png ├── 138.png ├── 139.png ├── 14.png ├── 140.png ├── 141.png ├── 142.png ├── 143.png ├── 144.png ├── 145.png ├── 146.png ├── 147.png ├── 148.png ├── 149.png ├── 15.png ├── 150.png ├── 151.png ├── 152.png ├── 153.png ├── 154.png ├── 155.png ├── 156.png ├── 157.png ├── 158.png ├── 159.png ├── 16.png ├── 160.png ├── 161.png ├── 162.png ├── 163.png ├── 164.png ├── 165.png ├── 17.png ├── 18.png ├── 19.png ├── 2.png ├── 20.png ├── 21.png ├── 22.png ├── 23.png ├── 24.png ├── 25.png ├── 26.png ├── 27.png ├── 28.png ├── 29.png ├── 3.png ├── 30.png ├── 31.png ├── 32.png ├── 33.png ├── 34.png ├── 35.png ├── 36.png ├── 37.png ├── 38.png ├── 39.png ├── 4.png ├── 40.png ├── 41.png ├── 42.png ├── 43.png ├── 44.png ├── 45.png ├── 46.png ├── 47.png ├── 48.png ├── 49.png ├── 5.png ├── 50.png ├── 51.png ├── 52.png ├── 53.png ├── 54.png ├── 55.png ├── 56.png ├── 57.png ├── 58.png ├── 59.png ├── 6.png ├── 60.png ├── 61.png ├── 62.png ├── 63.png ├── 64.png ├── 65.png ├── 66.png ├── 67.png ├── 68.png ├── 69.png ├── 7.png ├── 70.png ├── 71.png ├── 72.png ├── 73.png ├── 74.png ├── 75.png ├── 76.png ├── 77.png ├── 78.png ├── 79.png ├── 8.png ├── 80.png ├── 81.png ├── 82.png ├── 83.png ├── 84.png ├── 85.png ├── 86.png ├── 87.png ├── 88.png ├── 89.png ├── 9.png ├── 90.png ├── 91.png ├── 92.png ├── 93.png ├── 94.png ├── 95.png ├── 96.png ├── 97.png ├── 98.png ├── 99.png ├── bp │ ├── 0111.png │ ├── 01114321.png │ ├── qewrqwreqrwerqwer.png │ ├── qwerqrqwreqwerqwere.png │ ├── qwerqwreqerqer.png │ ├── weqrqwrcqqwerqwrcwerqwer.png │ └── weqrqwrcqwerqwer.png ├── cluster │ ├── table1.png │ ├── table2.png │ ├── table3.png │ └── table4.png ├── cnn │ └── weqrqwrcqwerqwer.png ├── dl │ └── gan │ │ ├── clip1.png │ │ ├── clip2.png │ │ ├── gan3loss.png │ │ ├── import.png │ │ ├── import2.png │ │ ├── minmax.png │ │ └── table1.png ├── gan │ ├── README.md │ ├── vae1.png │ ├── vae10.png │ ├── vae11.png │ ├── vae2.png │ ├── vae3.png │ ├── vae4.png │ ├── vae5.png │ ├── vae6.png │ ├── vae7.png │ ├── vae8.png │ └── vae9.png ├── machine-learning-classification.jpg ├── metrics │ ├── 1042406-20161024154443875-2037260202.jpg │ └── 1042406-20161024164359046-1869944207.png ├── overfitting │ ├── 20151102210633783.png │ ├── 20151102210852970.png │ ├── 20151102211204226.png │ ├── 20151102211214508.png │ └── 20151102211315525.png ├── overview.png └── svm │ └── 1.png ├── jin-hua-suan-fa.md ├── liu-xing-wang-luo-jie-gou.md ├── math ├── analytic │ ├── common-function.md │ ├── cross-validation.md │ ├── gradient_descent.md │ ├── introduction.md │ ├── lagelangri-kkt.md │ ├── least-square.md │ ├── niudun.md │ ├── overfitting.md │ ├── shu-zhi-ji-suan.md │ └── tuyouhua.md ├── linear-matrix │ ├── lapack.md │ ├── linear-matrix.md │ └── tezhengzhihetezhengxiangliang.md ├── math.md ├── probability.md └── probability │ ├── gibbs.md │ ├── markov-chain.md │ ├── mcmc-mh.md │ ├── mcmc1.md │ ├── mle.md │ └── prob-methodology.md ├── mian-shi-ti-mu-1.md ├── ml ├── LFM │ └── Latent-Factor-Model.md ├── associative │ ├── apriori.md │ ├── associative.md │ ├── cca.md │ ├── fptree.md │ ├── prefixspan.md │ └── spark-fptree-prefixspan.md ├── bayes.md ├── bayes │ ├── bian-fen-bei-xie-si-tui-duan.md │ ├── po-su-bei-xie-si.md │ ├── scikit-simple-bayes.md │ ├── simple-bayes-code.md │ └── simple-bayes-real-use.md ├── clean-feature │ ├── README.md │ ├── bian-liang-bian-ma-fang-fa.md │ ├── bian-liang-fen-xiang-fang-fa.md │ ├── bian-liang-fen-xiang-fang-fa │ │ ├── best-ksfen-xiang-fang-fa.md │ │ ├── ji-yu-shu-de-zui-you-fen-xiang-fang-fa.md │ │ ├── zui-you-qia-fang-fen-xiang-fa.md │ │ └── zuiyou-iv-fen-xiang-fang-fa.md │ ├── bian-liang-xuan-ze.md │ ├── bian-liang-xuan-ze │ │ ├── bao-zhuang-fa.md │ │ ├── guo-lv-fa.md │ │ └── qian-ru-fa.md │ ├── cleanup-feature.md │ ├── datapreprocess.md │ ├── ica.md │ ├── lle.md │ ├── one-hot.md │ ├── outlier-detect.md │ ├── pca.md │ ├── qu-fen-du-ping-gu-zhi-680728-ks.md │ ├── scikit-lda.md │ ├── scikit-lle.md │ ├── scikit-pca.md │ ├── shu-ju-chu-li-ff1a-li-san-xing-bian-liang-bian-ma-ji-xiao-guo-fen-xi.md │ ├── spark-fextract.md │ ├── spark-fselect.md │ ├── svd.md │ ├── te-zheng-gong-cheng.md │ ├── te-zheng-shai-xuan.md │ └── xian-xing-pan-bie-fen-xi-lda.md ├── cluster.md ├── cluster │ ├── KNN.md │ ├── ap.md │ ├── birch.md │ ├── dbscan.md │ ├── gmm.md │ ├── kmeans.md │ ├── knn-code.md │ ├── knnshi-jian.md │ ├── scikit-k-means.md │ ├── scikit-learn-birch.md │ ├── scikit-learn-dbscan.md │ ├── scikit-spectral.md │ └── spectral.md ├── crf │ ├── back-forth.md │ ├── crf-viterbi.md │ ├── crf.md │ └── linear-crf.md ├── decisiontree.md ├── decisiontree │ ├── c45.md │ ├── cart.md │ ├── code.md │ ├── id3.md │ └── summary.md ├── em │ └── em.md ├── evolution │ ├── evolution-strategy.md │ ├── evolution.md │ ├── neat.md │ └── yichuansuanfa.md ├── forest.md ├── gan │ └── gan-principle.md ├── hmm │ ├── bmwl-hmm.md │ ├── hmm-forward-backward.md │ ├── hmm.md │ ├── hmmlearn.md │ ├── markv-mengtekluo.md │ └── viterb-hmm.md ├── integrate.md ├── integrate │ ├── adaboost.md │ ├── gbdt.md │ ├── random-forest.md │ ├── scikit-gbdt.md │ ├── scikit-learn-adaboost.md │ ├── scikit-learn-rf.md │ └── xgboost.md ├── lda.md ├── lda │ └── lda.md ├── ml.md ├── pythonml.md ├── pythonml │ ├── chang-yong-ji-huo-han-shu-zong-jie.md │ ├── distance.md │ ├── gen-descri.md │ ├── ji-qi-fan-yi-mo-xing-du-liang.md │ ├── ji-qi-xue-xi-ku-ff08-scipy-matplotlib.md │ ├── ji-qi-xue-xi-ku-ff08-tensorflow-keras.md │ ├── ji-qi-xue-xi-ku.md │ ├── ji-qi-xue-xi-ku2.md │ ├── ji-qi-xue-xi-ku3.md │ ├── ml-metrics.md │ ├── mo-xing-xuan-ze.md │ ├── pythonji-qi-shu-xue-ku.md │ ├── shen-du-xue-xi-sun-shi-han-shu.md │ └── shu-ju-tu-shi-fen-xi.md ├── recomand │ └── spark-factor.md ├── recommand │ ├── 10zhong-chuan-tong-ji-qi-xue-xi-suan-fa-ff0c-a-li-gong-cheng-shi-zong-jie.md │ ├── fm.md │ ├── label-recommand.md │ ├── matrix-filter.md │ ├── meituan.md │ ├── mr-itemcf.md │ ├── recommand.md │ └── simrank.md ├── regression │ ├── cordinate-angle.md │ ├── kl.md │ ├── linear-regression-summary.md │ ├── linear-regression.md │ ├── logistic.md │ ├── logistichui-gui-xiao-jie.md │ ├── max-entropy.md │ ├── regression.md │ └── softmax.md ├── svm.md ├── svm │ ├── gan-zhi-ji-mo-xing.md │ ├── gaosi-kernel.md │ ├── kernel-method.md │ ├── linear-svm.md │ ├── scikit-learn-svm.md │ ├── smo.md │ ├── soft-margin-max.md │ ├── svm-code.md │ └── svm-regression.md └── transfer │ ├── dtelm.md │ ├── jda.md │ ├── qian-yi-xue-xi.md │ └── tradaboost.md ├── nlp ├── ELMo.md ├── beamsearch.md ├── english-preprocess.md ├── hashtrick.md ├── lda │ ├── lda-gibbs.md │ ├── lda.md │ ├── lsi.md │ ├── nmf.md │ ├── scikit-learn-lda.md │ └── vi-em.md ├── nlp.md ├── preprocessing.md ├── text-mine.md ├── tf-idf.md └── 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