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2021 Python for Data Science & Machine Learning from A-Z

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视频 2021-10-16 08:16 2024-12-18 06:37 223 7.32 GB 140
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2021 Python for Data Science & Machine Learning from A-Z

文件列表
  1. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/7. PCA - Image Compression.mp4249.92MB
  2. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/6. Implementing Random Forests from scratch Part 1.mp4202.55MB
  3. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/7. ID3 - Putting Everything Together.mp4182.48MB
  4. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/3. EDA on Iris Dataset.mp4161.88MB
  5. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/3. What is Entropy and Information Gain.mp4136.08MB
  6. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/9. PCA - Biplot and the Screen Plot.mp4135.6MB
  7. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/1. Introduction/6. How To Get a Data Science Job.mp4131.19MB
  8. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/1. Introduction/5. What is a Data Scientist.mp4127.47MB
  9. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/6. SVM - Kernel Types.mp4126.38MB
  10. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/2. EDA on Adult Dataset.mp4123.19MB
  11. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/8. Evaluating our ID3 implementation.mp4121.94MB
  12. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/8. PCA Data Preprocessing.mp4120.46MB
  13. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/13. Pruning.mp4112.97MB
  14. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/8. SVM with Non-linear Dataset.mp4111.55MB
  15. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/13. Linear and Logistic Regression/3. Linear Regression + Correlation Methods.mp4110.38MB
  16. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/18. K-means/3. Representing Clusters.mp4109.62MB
  17. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/15. Python Dictionaries.mp4104.18MB
  18. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/7. SVM with Linear Dataset (Iris).mp4101.56MB
  19. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/18. K-means/1. Unsupervised Machine Learning Intro.mp4100.92MB
  20. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/9. Machine Learning/1. Introduction To Machine Learning.mp498.71MB
  21. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/2. What is Ensemble Learning.mp491.97MB
  22. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/7. Hyperparameter tuning using the cross-validation.mp490.3MB
  23. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/2. Data Science & Machine Learning Concepts/2. What is Data Science.mp487.99MB
  24. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/5. Implement the KNN algorithm from scratch.mp486.97MB
  25. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/7. Python Operators.mp486.76MB
  26. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/13. AdaBoost Part 2.mp485.94MB
  27. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/4. The Decision Tree ID3 algorithm from scratch Part 1.mp485.27MB
  28. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/2. Data Science & Machine Learning Concepts/3. What is Machine Learning.mp483.41MB
  29. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/18. K-means/2. Unsupervised Machine Learning Continued.mp483.13MB
  30. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/12. Decision Trees Hyper-parameters.mp481.27MB
  31. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/1. Introduction/4. Data Science Job Roles.mp479.8MB
  32. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/1. Introduction/7. Data Science Projects Overview.mp479.48MB
  33. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/2. Data Science & Machine Learning Concepts/4. Machine Learning Concepts & Algorithms.mp477.98MB
  34. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/2. Data Science & Machine Learning Concepts/5. What is Deep Learning.mp477.81MB
  35. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/5. Kernel Trick.mp477.05MB
  36. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/2. Data Science & Machine Learning Concepts/6. Machine Learning vs Deep Learning.mp475.92MB
  37. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/8. Python Data Visualization/1. Data Visualization Overview.mp473.08MB
  38. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/7. Pandas Data Analysis/2. Introduction to Pandas Continued.mp471.1MB
  39. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/19. Object Oriented Programming in Python.mp470.25MB
  40. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/10. PCA - Feature Scaling and Screen Plot.mp468.2MB
  41. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/10. Visualizing the tree.mp468.17MB
  42. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/12. PCA - Visualization.mp468.02MB
  43. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/3. Hard vs Soft Margins.mp465.64MB
  44. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/9. Compare with Sklearn implementation.mp465.58MB
  45. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/5. The Decision Tree ID3 algorithm from scratch Part 2.mp463.96MB
  46. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/18. Python Functions.mp462.51MB
  47. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/5. Probability & Hypothesis Testing/4. Hypothesis Testing Overview.mp460.59MB
  48. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/13. More about Lists.mp460.42MB
  49. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/4. PCA Algorithm Steps (Mathematics).mp457.73MB
  50. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/9. Python Strings.mp456.27MB
  51. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/3. What is Bootstrap Sampling.mp455.88MB
  52. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/10. Python Conditional Statements.mp454.61MB
  53. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/14. Python Tuples.mp454.53MB
  54. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/10. Data Loading & Exploration/1. Exploratory Data Analysis.mp450.56MB
  55. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/7. Implementing Random Forests from scratch Part 2.mp450.5MB
  56. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/10. Feature scaling in KNN.mp449.39MB
  57. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/2. SVM intuition.mp448.86MB
  58. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/15. Decision Trees Pros and Cons.mp447.74MB
  59. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/2. What is PCA.mp447.26MB
  60. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/17. Compound Data Types & When to use each one.mp447.07MB
  61. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/1. Introduction/2. Data Science + Machine Learning Marketplace.mp446.94MB
  62. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/7. Pandas Data Analysis/1. Introduction to Pandas.mp446.83MB
  63. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/11. Curse of dimensionality.mp445.99MB
  64. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/4. Statistics for Data Science/6. Inferential Statistics.mp445.01MB
  65. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/5. Out-of-Bag Error (OOB Error).mp442.03MB
  66. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/6. NumPy Data Analysis/3. NumPy Arrays Basics.mp439.98MB
  67. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/9. Random Forests Hyper-Parameters.mp439.67MB
  68. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/10. SMV - Project Overview.mp439.61MB
  69. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/5. Covariance Matrix vs SVD.mp438.74MB
  70. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/5. Python Variables, Booleans and None.mp438.26MB
  71. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/4. Statistics for Data Science/3. Measure of Variability.mp438.2MB
  72. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/20. Data Science Career/1. Creating A Data Science Resume.mp437.08MB
  73. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/11. PCA - Supervised vs Unsupervised.mp435.79MB
  74. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/11. What is Boosting.mp435.44MB
  75. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/1. SVM Outline.mp435.31MB
  76. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/6. Getting Started with Google Colab.mp435.09MB
  77. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/6. NumPy Data Analysis/4. NumPy Array Indexing.mp434.74MB
  78. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/6. NumPy Data Analysis/1. Intro NumPy Array Data Types.mp434.67MB
  79. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/4. Statistics for Data Science/4. Measure of Variability Continued.mp434.61MB
  80. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/6. The Decision Tree ID3 algorithm from scratch Part 3.mp433.41MB
  81. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/5. Probability & Hypothesis Testing/3. Relative Frequency.mp432.69MB
  82. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/6. NumPy Data Analysis/2. NumPy Arrays.mp432.33MB
  83. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/1. PCA Section Overview.mp431.77MB
  84. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/11. Plot the features importance.mp431.67MB
  85. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/13. Linear and Logistic Regression/1. Linear Regression Intro.mp430.8MB
  86. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/20. Data Science Career/6. Personal Branding.mp430.49MB
  87. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/9. Manhattan vs Euclidean Distance.mp430.49MB
  88. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/13. KNN pros and cons.mp430.45MB
  89. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/20. Data Science Career/4. Getting Started with Freelancing.mp430.24MB
  90. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/11. Data Cleaning/2. Data Cleaning.mp430.21MB
  91. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/20. Data Science Career/5. Top Freelance Websites.mp429.55MB
  92. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/4. What is Bagging.mp429.48MB
  93. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/16. Python Sets.mp429.43MB
  94. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/1. Introduction/3. Data Science Job Opportunities.mp429.42MB
  95. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/12. KNN use cases.mp428.92MB
  96. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/8. Compare with sklearn implementation.mp427.65MB
  97. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/8. Python Data Visualization/3. Python Data Visualization Implementation.mp427.43MB
  98. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/5. Probability & Hypothesis Testing/1. What is Exactly is Probability.mp427.17MB
  99. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/4. Statistics for Data Science/8. Sampling Distribution.mp426.46MB
  100. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/8. Python Numbers & Booleans.mp425.61MB
  101. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/11. Python For Loops and While Loops.mp425.61MB
  102. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/12. AdaBoost Part 1.mp425.53MB
  103. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/9. SVM with Regression.mp425MB
  104. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/20. Data Science Career/3. How to Contact Recruiters.mp424.65MB
  105. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/6. Compare the result with the sklearn library.mp424.57MB
  106. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/20. Data Science Career/7. Networking Do's and Don'ts.mp423.7MB
  107. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/4. Statistics for Data Science/5. Measures of Variable Relationship.mp423.57MB
  108. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/20. Data Science Career/2. Data Science Cover Letter.mp422.96MB
  109. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/4. Statistics for Data Science/2. Descriptive Statistics.mp421.48MB
  110. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/12. Python Lists.mp421.44MB
  111. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/4. Statistics for Data Science/1. Intro To Statistics.mp421.24MB
  112. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/17. Support Vector Machines/4. C hyper-parameter.mp421.06MB
  113. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/10. Random Forests Pros and Cons.mp419.69MB
  114. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/3. PCA Drawbacks.mp419.44MB
  115. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/11. Data Cleaning/1. Feature Scaling.mp419.38MB
  116. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/14. [Optional] Gain Ration.mp419.18MB
  117. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/12. Feature Selecting and Engineering/1. Feature Engineering.mp418.41MB
  118. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/1. What is Programming.mp418.35MB
  119. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/6. NumPy Data Analysis/6. Broadcasting.mp417.86MB
  120. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/13. Linear and Logistic Regression/4. Linear Regression Implementation.mp417.86MB
  121. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/1. Introduction/1. Who is This Course For.mp417.16MB
  122. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/6. NumPy Data Analysis/5. NumPy Array Computations.mp416.96MB
  123. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/8. The decision boundary visualization.mp416.94MB
  124. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/1. Decision Trees Section Overview.mp416.46MB
  125. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/2. Why Python for Data Science.mp416.32MB
  126. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/16. Ensemble Learning and Random Forests/1. Ensemble Learning Section Overview.mp416.07MB
  127. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/8. Python Data Visualization/2. Different Data Visualization Libraries in Python.mp415.95MB
  128. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/13. Linear and Logistic Regression/2. Gradient Descent.mp415.93MB
  129. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/2. parametric vs non-parametric models.mp415.63MB
  130. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/20. Data Science Career/8. Importance of a Website.mp415.37MB
  131. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/15. Decision Trees/16. [Project] Predict whether income exceeds $50Kyr - Overview.mp415.11MB
  132. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/5. Probability & Hypothesis Testing/2. Expected Values.mp414.72MB
  133. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/3. What is Jupyter.mp414.57MB
  134. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/2. Data Science & Machine Learning Concepts/1. Why We Use Python.mp413.51MB
  135. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/1. KNN Overview.mp412.89MB
  136. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/19. PCA/6. PCA - Main Applications.mp410.05MB
  137. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/13. Linear and Logistic Regression/5. Logistic Regression.mp48.9MB
  138. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/3. Python For Data Science/4. What is Google Colab.mp48.26MB
  139. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/14. K Nearest Neighbors/4. The KNN Intuition.mp48.09MB
  140. [TutsNode.com] - 2021 Python for Data Science & Machine Learning from A-Z/4. Statistics for Data Science/7. Measure of Asymmetry.mp46.76MB
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概述 838888磁力搜索是一个磁力链接搜索引擎，是学术研究的副产品，用于解决资源过度分散的问题 它通过BitTorrent协议加入DHT网络，实时的自动采集数据，仅存储文件的标题、大小、文件列表、文件标识符（磁力链接）等基础信息 838888磁力搜索不下载任何真实资源，无法判断资源的合法性及真实性，使用838888磁力搜索服务的用户需自行鉴别内容的真伪 838888磁力搜索不上传任何资源，不提供Tracker服务，不提供种子文件的下载，这意味着838888磁力搜索 838888磁力搜索是一个完全合法的系统
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