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Yaser-MachineLearning-CS156-Caltech

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  • 文件大小:3GB
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  • 最近下载:2021-01-22 01:51:18
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文件列表

  1. lectures/Lecture 13 - Validation-o7zzaKd0Lkk.mp4 203MB
  2. lectures/Lecture 09 - The Linear Model II-qSTHZvN8hzs.mp4 203MB
  3. lectures/Lecture 01 - The Learning Problem-mbyG85GZ0PI.mp4 195MB
  4. lectures/Lecture 11 - Overfitting-EQWr3GGCdzw.mp4 188MB
  5. lectures/Lecture 02 - Is Learning Feasible-MEG35RDD7RA.mp4 185MB
  6. lectures/Lecture 05 - Training Versus Testing-SEYAnnLazMU.mp4 185MB
  7. lectures/Lecture 15 - Kernel Methods-XUj5JbQihlU.mp4 183MB
  8. lectures/Lecture 16 - Radial Basis Functions-O8CfrnOPtLc.mp4 183MB
  9. lectures/Lecture 03 - The Linear Model I-FIbVs5GbBlQ.mp4 173MB
  10. lectures/Lecture 10 - Neural Networks-Ih5Mr93E-2c.mp4 173MB
  11. lectures/Lecture 18 - Epilogue-ihLwJPHkMRY.mp4 172MB
  12. lectures/Lecture 08 - Bias-Variance Tradeoff-zrEyxfl2-a8.mp4 172MB
  13. lectures/Lecture 06 - Theory of Generalization-6FWRijsmLtE.mp4 172MB
  14. lectures/Lecture 14 - Support Vector Machines-eHsErlPJWUU.mp4 169MB
  15. lectures/Lecture 12 - Regularization-I-VfYXzC5ro.mp4 167MB
  16. lectures/Lecture 17 - Three Learning Principles-EZBUDG12Nr0.mp4 162MB
  17. lectures/Lecture 07 - The VC Dimension-Dc0sr0kdBVI.mp4 161MB
  18. lectures/Lecture 04 - Error and Noise-L_0efNkdGMc.mp4 144MB
  19. slides/slides03.pdf 1MB
  20. slides/slides04.pdf 992KB
  21. slides/slides17.pdf 858KB
  22. slides/slides09.pdf 858KB
  23. slides/slides11.pdf 752KB
  24. slides/slides13.pdf 747KB
  25. slides/slides12.pdf 637KB
  26. slides/slides02.pdf 521KB
  27. slides/slides16.pdf 507KB
  28. slides/slides05.pdf 505KB
  29. slides/slides15.pdf 479KB
  30. slides/slides07.pdf 416KB
  31. slides/slides10.pdf 399KB
  32. slides/slides08.pdf 373KB
  33. slides/slides06.pdf 302KB
  34. slides/slides01.pdf 300KB
  35. slides/slides18.pdf 251KB
  36. slides/slides14.pdf 249KB
  37. homework/hw5.pdf 191KB
  38. homework/hw7.pdf 187KB
  39. homework/final.pdf 173KB
  40. homework/hw4.pdf 171KB
  41. homework/hw3.pdf 154KB
  42. homework/hw8.pdf 151KB
  43. homework/hw6.pdf 151KB
  44. homework/hw1.pdf 149KB
  45. homework/hw2.pdf 141KB
  46. homework/hw3_sol.pdf 70KB
  47. homework/hw6_sol.pdf 70KB
  48. homework/hw8_sol.pdf 70KB
  49. homework/hw2_sol.pdf 70KB
  50. homework/hw4_sol.pdf 70KB
  51. homework/hw7_sol.pdf 70KB
  52. homework/hw1_sol.pdf 70KB
  53. homework/hw5_sol.pdf 70KB
  54. homework/final_sol.pdf 70KB