[其他] 机器学习算法模型推导及项目实战课程课件及代码 [推广有奖]

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Rita2029 发表于 2025-1-15 09:25:40 |AI写论文

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机器学习算法模型推导及项目实战课程课件及代码

+10. TopicModels 8.0 MB
+sentiment      2.3 MB
  LDA_tutorial.ipynb      6.0 KB
  slide.pdf      1.6 MB
  slide_annotated.pdf      4.1 MB
+1introduction 2.0 MB
+data      2.2 KB
+exercise      250 Byte
  《机器学习介绍》  预习资料.pdf      1.5 MB
  Linear Regression.ipynb      50.5 KB
  机器学习课后阅读补充.pdf      353.0 KB
+2.KNN 10.0 MB
  data.csv      646 Byte
  KNN.ipynb      350.0 KB
  KNN.pdf      2.3 MB
  knn.regression.ipynb      85.1 KB
  KNN_annotated.pdf      7.3 MB
  README.md      434 Byte
+3.LinearRegression.LogisticRegression 13.8 MB
+homework      305.0 KB
titanic_data.csv       85.6 KB
titanic-logistic-regression-homework.ipynb       220.0 KB
+LinearRegression      4.8 MB
000001.csv       62.4 KB
stock-prediction-linear-regression.ipynb       3.1 MB
线性回归.pdf       1.7 MB
+LogisticRegression      8.6 MB
banking.csv       4.6 MB
LogisticRegression.pdf       3.9 MB
term.deposit.ipynb       143.0 KB
+4. Naive Bayes 10.3 MB
+data_sentiment      2.2 MB
+data_spam      492.0 KB
  NB_sentiment.ipynb      10.3 KB
  NB_spam_detection.ipynb      22.4 KB
  slide.pdf      883.0 KB
  slide_annotated.pdf      6.0 MB
  朴素贝叶斯-预习部分.pdf      704.0 KB
+5. SVM 8.7 MB
+homework      386.0 KB
mushrooms.csv       365.0 KB
SVM-homework.Mushroom.ipynb       20.6 KB
  svm.ipynb      478.0 KB
  svm.pdf      7.8 MB
+6. DecisionTree.RandomForest 10.1 MB
+homework      2.7 MB
  .DS_Store      6.0 KB
  DecisionTree.RandomForest.ipynb      262.0 KB
  DecisionTree.RandomForest.pdf      6.7 MB
  HR_comma_sep.csv      539.0 KB
+7. K-Means 4.4 MB
  customer_segment.ipynb      88.4 KB
  data.csv      68.5 KB
  K-Means.pdf      1.0 MB
  K-means_annotated.pdf      2.4 MB
  Kmeans_impl.ipynb      105.0 KB
  sample.jpeg      248.0 KB
  sample1.jpg      140.0 KB
  sample2.jpeg      29.3 KB
  VectorQuantization.ipynb      29.8 KB
  WineKMC.xlsx      374.0 KB
+8. Recommender 11.0 MB
+homework      1.1 MB
  +book_crossing       1.1 MB
.DS_Store       8.0 KB
Book.Recommender.ipynb       6.5 KB
+ml-100k      1.9 MB
  Recommender.Matrix.Factorization.pdf      8.0 MB
  Short.Video.Recommender.ipynb      6.8 KB
+9.Boosting 56.8 MB
  GradientBoosting.pdf      3.4 MB
  GradientBoosting_annotated.pdf      12.8 MB
  Load_Prediction.ipynb      180.0 KB
  LoanStats3a_2.csv      40.4 MB
README.md 3.4 KB