CS-7641:OMSCS机器学习课程
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2021-04-19
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CS-7641:OMSCS机器学习课程 （172个子文件） 
wine.csv 258KB wine.csv 258KB wine.csv 258KB cancer.csv 20KB cancer.csv 20KB .gitattributes 66B .gitignore 47B MDP.iml 435B Taxi_QLearning.ipynb 4.45MB PCA.ipynb 488KB ICA-checkpoint.ipynb 458KB RP-checkpoint.ipynb 333KB FA-checkpoint.ipynb 309KB ICA.ipynb 294KB FA.ipynb 275KB RP.ipynb 266KB Supervised_Learning.ipynb 219KB Optimization_Problems.ipynb 176KB Clustering Algorithms.ipynb 128KB Supervised_Learning-checkpoint.ipynb 126KB Neural Network.ipynb 105KB Clustering Algorithms-checkpoint.ipynb 84KB NN_Optimization.ipynb 77KB tests.ipynb 42KB Simple PI.ipynb 33KB Taxi_VI.ipynb 31KB Taxi_PI.ipynb 28KB FL_PI.ipynb 20KB FL_VI.ipynb 20KB FL_QLearning.ipynb 20KB main-checkpoint.ipynb 8KB Optimization_Problems-checkpoint.ipynb 3KB Untitled-checkpoint.ipynb 72B Neural Network-checkpoint.ipynb 72B PCA-checkpoint.ipynb 72B NN_Optimization-checkpoint.ipynb 72B FL_VI-checkpoint.ipynb 72B Taxi_QLearning-checkpoint.ipynb 72B Taxi_PI-checkpoint.ipynb 72B FL_PI-checkpoint.ipynb 72B Taxi_VI-checkpoint.ipynb 72B Simple PI-checkpoint.ipynb 72B FL_QLearning-checkpoint.ipynb 72B README.md 2KB README.md 1KB README.md 1KB README.md 102B
3d PCA clusters wine.png 156KB 2d PCA clusters wine.png 137KB 3d PCA clusters Cancer.png 126KB 3d RP cluster cancer.png 121KB 3d FA cluster cancer.png 112KB 3d RP cluster wine.png 111KB 3d FA cluster wine.png 108KB 2d RP cluster wine.png 101KB 3d ICA cluster cancer.png 71KB 2d ICA cluster wine.png 58KB 3d ICA cluster wine.png 58KB 2d FA cluster wine.png 57KB 2d PCA clusters Cancer.png 52KB 2d FA cluster cancer.png 49KB 2d ICA cluster cancer.png 48KB learning_rates_comparison Cancer Dataset.png 38KB 2d RP cluster cancer.png 37KB learning_rates_comparison Wine Dataset.png 33KB score_time_comparison Cancer Dataset.png 32KB RP_variance wine.png 32KB KM_NN_learning Wine.png 27KB EM_NN_learning Wine.png 26KB Fitness with Queens.png 26KB Fitness with Four Peaks.png 24KB DT_learning_curve Cancer Dataset.png 23KB NN_learning Cancer Dataset.png 22KB boosting_learning Cancer Dataset.png 22KB boosting_learning Wine Dataset.png 22KB score_time_comparison Wine Dataset.png 21KB Fitness with FlipFlop.png 21KB kNN_learning Cancer Dataset.png 21KB NN_learning Wine Dataset.png 21KB SVM_learning Wine Dataset.png 21KB SVM_learning Cancer Dataset.png 20KB FA_NN_learning wine.png 20KB fit_time_comparison Wine Dataset.png 20KB RP_NN_learning wine.png 20KB DT_learning_curve Wine Dataset.png 20KB PCA_NN_learning wine.png 19KB EM SS&HS vs clusters - Wine.png 19KB fit_time_comparison Cancer Dataset.png 19KB KMeans SS&HS vs clusters - Wine.png 19KB EM SS&HS vs clusters - Cancer Dataset.png 19KB KMeans SS&HS vs clusters - Cancer Dataset.png 19KB ICA_NN_learning wine.png 18KB SVM_complexity Cancer Dataset.png 18KB SVM_complexity Wine Dataset.png 18KB NN_complexity Wine Dataset.png 18KB NN_complexity Cancer Dataset.png 17KB kNN_complexity Cancer Dataset.png 17KB kNN_complexity Wine Dataset.png 17KB DT_prining Cancer Dataset.png 17KB SA Accuracy.png 17KB共 172 条
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