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Cheng S. Artificial Neural Networks 2021

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  • 文件大小:19MB
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  • 最近下载:2025-03-09 06:41:09
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文件列表

  1. Cheng/06-Biological Neural Networks/06-BiologicalNN.pdf 4MB
  2. Cheng/15- Review Session/notes-all.pdf 4MB
  3. Cheng/01-02 - Introduction-Optimization/01-02-lecture.pdf 1MB
  4. Cheng/15- Review Session/15-Review-notes.pdf 1019KB
  5. Cheng/10-Convolutional Neural Networks/10-CNN.pdf 993KB
  6. Cheng/0 - Introduction to scientific computing/slides.pdf 640KB
  7. Cheng/05-Model Selection/lec05-quiz.pdf 530KB
  8. Cheng/03-Regression/lec02-quizz.pdf 518KB
  9. Cheng/07-Artificial Neural Networks/07-ArtificialNN.pdf 476KB
  10. Cheng/14- Boltzmann Machine/14-BoltzmannMachine.pdf 410KB
  11. Cheng/05-Model Selection/05-ModelSelection.pdf 353KB
  12. Cheng/04-Classification/04-Classification.pdf 351KB
  13. Cheng/12-Recurrent Neural Networks/12-RecurrentNN.pdf 327KB
  14. Cheng/13-Hopfield Network/13-HopfieldNetwork.pdf 291KB
  15. Cheng/10-Convolutional Neural Networks/10-problems.pdf 243KB
  16. Cheng/11-Deep Neural Networks/11-DeepNN.pdf 242KB
  17. Cheng/09-Multilayer Perceptron/09-MLP.pdf 172KB
  18. Cheng/07-Artificial Neural Networks/07_tutorial_problems.pdf 171KB
  19. Cheng/03-Regression/03-Regression.pdf 169KB
  20. Cheng/0 - Introduction to scientific computing/00-Python-ws20.pdf 167KB
  21. Cheng/08-Perceptron/08-Perceptron.pdf 161KB
  22. Cheng/09-Multilayer Perceptron/tutorial/09-problems.pdf 159KB
  23. Cheng/0 - Introduction to scientific computing/00-problems-ws20.pdf 158KB
  24. Cheng/04-Classification/lec03-quiz.pdf 141KB
  25. Cheng/09-Multilayer Perceptron/lec09-quiz.pdf 119KB
  26. Cheng/09-Multilayer Perceptron/tutorial/xor.npy 117KB
  27. Cheng/08-Perceptron/lec08-quiz.pdf 117KB
  28. Cheng/13-Hopfield Network/lec13-quiz.pdf 93KB
  29. Cheng/13-Hopfield Network/prob-13-HopfieldNetwork.pdf 83KB
  30. Cheng/10-Convolutional Neural Networks/lec10-quiz.pdf 81KB
  31. Cheng/11-Deep Neural Networks/wrap-11-DeepNN.pdf 80KB
  32. Cheng/12-Recurrent Neural Networks/prob-12-RecurrentNN.pdf 78KB
  33. Cheng/03-Regression/03-Regression-problems.pdf 75KB
  34. Cheng/14- Boltzmann Machine/prob-14-BolzmannMachine.pdf 75KB
  35. Cheng/14- Boltzmann Machine/lec14-quiz.pdf 75KB
  36. Cheng/01-02 - Introduction-Optimization/lec01-quiz.pdf 70KB
  37. Cheng/05-Model Selection/tutorial/05-ModelSelection.pdf 68KB
  38. Cheng/08-Perceptron/08-problems.pdf 65KB
  39. Cheng/01-02 - Introduction-Optimization/02-problems.pdf 65KB
  40. Cheng/13-Hopfield Network/images.npy 63KB
  41. Cheng/06-Biological Neural Networks/lec06-quiz.pdf 60KB
  42. Cheng/07-Artificial Neural Networks/lec07-quiz.pdf 59KB
  43. Cheng/04-Classification/problems-04-Classfication.pdf 58KB
  44. Cheng/11-Deep Neural Networks/lec11-quiz.pdf 58KB
  45. Cheng/12-Recurrent Neural Networks/lec12-quiz.pdf 57KB
  46. Cheng/01-02 - Introduction-Optimization/01-problems.pdf 56KB
  47. Cheng/syllabus-ANN.pdf 37KB
  48. Cheng/04-Classification/04_log_regression_data.npy 24KB
  49. Cheng/08-Perceptron/Problem_Perceptron.py 2KB
  50. Cheng/05-Model Selection/tutorial/A5_E3.py 2KB
  51. Cheng/11-Deep Neural Networks/problem_transfer_learning.py 2KB
  52. Cheng/09-Multilayer Perceptron/tutorial/prob_mlp.py 2KB
  53. Cheng/12-Recurrent Neural Networks/problem_2.py 1KB
  54. Cheng/14- Boltzmann Machine/prob_rbm.py 1KB
  55. Cheng/05-Model Selection/tutorial/A5_E1.py 1013B
  56. Cheng/05-Model Selection/tutorial/A5_E2.py 869B
  57. Cheng/05-Model Selection/tutorial/05_model_selection_data.npy 448B
  58. Cheng/0 - Introduction to scientific computing/annvenv.yml 236B