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PLURALSIGHT.ADVANCED.MACHINE.LEARNING.WITH.ENCOG.PART.2

  • 收录时间:2018-04-26 11:34:51
  • 文件大小:398MB
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  • 最近下载:2020-07-30 17:06:21
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文件列表

  1. 02. Unsupervised Competitive Networks/02_12-SOM Demo Setup SOM Network (Code Behind).mp4 26MB
  2. 04. Case Study Time Series Forecasting/04_16-Demo Step 5 - Evaluate Neural Network.mp4 23MB
  3. 02. Unsupervised Competitive Networks/02_15-SOM Demo Alternative Visualization Approach.mp4 22MB
  4. 03. Unsupervised Auto-Associative Networks/03_08-Demo Memory Recall and Reconstruction.mp4 17MB
  5. 05. Optimization Using Genetic Algorithm/05_21-Demo Traveling Salesman Problem - Setup.mp4 16MB
  6. 02. Unsupervised Competitive Networks/02_09-SOM Training.mp4 14MB
  7. 02. Unsupervised Competitive Networks/02_11-SOM Demo Setup SOM Network (XAML Part).mp4 14MB
  8. 04. Case Study Time Series Forecasting/04_11-Demo Time Series Forecasting - Introduction.mp4 13MB
  9. 02. Unsupervised Competitive Networks/02_14-SOM Demo Overlay.mp4 12MB
  10. 02. Unsupervised Competitive Networks/02_10-SOM Training Using ENCOG.mp4 10MB
  11. 06. Course Summary/06_01-Course Summary.mp4 10MB
  12. 02. Unsupervised Competitive Networks/02_13-SOM Demo Training SOM Network.mp4 9MB
  13. 02. Unsupervised Competitive Networks/02_04-Unsupervised Learning Tasks.mp4 8MB
  14. 05. Optimization Using Genetic Algorithm/05_22-Demo Traveling Salesman Problem - Population.mp4 8MB
  15. 05. Optimization Using Genetic Algorithm/05_25-Demo Traveling Salesman Problem - Iterations.mp4 7MB
  16. 04. Case Study Time Series Forecasting/04_06-Forecasting Using Neural Networks.mp4 7MB
  17. 02. Unsupervised Competitive Networks/02_08-SOM Network Topology.mp4 7MB
  18. 03. Unsupervised Auto-Associative Networks/03_06-Hopfield Network Working.mp4 6MB
  19. 01. Course Introduction/01_02-Course Scope.mp4 6MB
  20. 05. Optimization Using Genetic Algorithm/05_09-Encoding.mp4 5MB
  21. 03. Unsupervised Auto-Associative Networks/03_03-Associative Memory.mp4 5MB
  22. 05. Optimization Using Genetic Algorithm/05_12-Crossover.mp4 5MB
  23. 05. Optimization Using Genetic Algorithm/05_03-Non-Propagation Supervised Learning.mp4 5MB
  24. 05. Optimization Using Genetic Algorithm/05_04-Optimization Problems.mp4 5MB
  25. 04. Case Study Time Series Forecasting/04_08-Forecasting Using ENCOG Framework TemporalDataDescription.mp4 5MB
  26. 05. Optimization Using Genetic Algorithm/05_23-Demo Traveling Salesman Problem - Fitness Function.mp4 5MB
  27. 05. Optimization Using Genetic Algorithm/05_08-Population.mp4 5MB
  28. 04. Case Study Time Series Forecasting/04_03-Time Series Forecasting.mp4 5MB
  29. 05. Optimization Using Genetic Algorithm/05_13-Mutation.mp4 4MB
  30. 03. Unsupervised Auto-Associative Networks/03_07-Hopfield Network in ENCOG.mp4 4MB
  31. 05. Optimization Using Genetic Algorithm/05_11-Selection.mp4 4MB
  32. 04. Case Study Time Series Forecasting/04_15-Demo Step 4 - Create and Train Neural Network.mp4 4MB
  33. 05. Optimization Using Genetic Algorithm/05_18-Crossover Operators Using ENCOG.mp4 4MB
  34. 04. Case Study Time Series Forecasting/04_12-Demo Step 1 - Read Data.mp4 4MB
  35. 01. Course Introduction/01_01-Introduction.mp4 4MB
  36. 04. Case Study Time Series Forecasting/04_14-Demo Step 3 - Generate Temporal Data.mp4 4MB
  37. 04. Case Study Time Series Forecasting/04_04-Time Series Components.mp4 4MB
  38. 04. Case Study Time Series Forecasting/04_10-Case Study Time Series Forecasting.mp4 4MB
  39. 05. Optimization Using Genetic Algorithm/05_27-Summary.mp4 4MB
  40. 04. Case Study Time Series Forecasting/04_05-Forecasting Window.mp4 3MB
  41. 04. Case Study Time Series Forecasting/04_17-Summary.mp4 3MB
  42. 02. Unsupervised Competitive Networks/02_06-Self-Organizing Map (SOM) Introduction.mp4 3MB
  43. 05. Optimization Using Genetic Algorithm/05_10-Fitness Function.mp4 3MB
  44. 04. Case Study Time Series Forecasting/04_09-Forecasting Using ENCOG Framework TemporalPoint.mp4 3MB
  45. 05. Optimization Using Genetic Algorithm/05_24-Demo Traveling Salesman Problem - Genetic Trainer.mp4 3MB
  46. 02. Unsupervised Competitive Networks/02_05-Unsupervised Networks.mp4 3MB
  47. 05. Optimization Using Genetic Algorithm/05_06-Genetic Algorithm.mp4 3MB
  48. 03. Unsupervised Auto-Associative Networks/03_05-Hopfield Network Introduction.mp4 3MB
  49. 03. Unsupervised Auto-Associative Networks/03_04-Types of Associative Memory.mp4 3MB
  50. 03. Unsupervised Auto-Associative Networks/03_10-Summary.mp4 3MB
  51. 02. Unsupervised Competitive Networks/02_07-Example Dataset.mp4 3MB
  52. 02. Unsupervised Competitive Networks/02_16-Applications of SOM.mp4 3MB
  53. 05. Optimization Using Genetic Algorithm/05_14-Encoding Genome Using ENCOG.mp4 3MB
  54. 05. Optimization Using Genetic Algorithm/05_15-Population Using ENCOG.mp4 2MB
  55. 04. Case Study Time Series Forecasting/04_13-Demo Step 2 - Normalize Data.mp4 2MB
  56. 02. Unsupervised Competitive Networks/02_18-Summary.mp4 2MB
  57. 05. Optimization Using Genetic Algorithm/05_01-Introduction.mp4 2MB
  58. 05. Optimization Using Genetic Algorithm/05_05-Search Space.mp4 2MB
  59. 05. Optimization Using Genetic Algorithm/05_17-Genetic Trainer Using ENCOG.mp4 2MB
  60. 05. Optimization Using Genetic Algorithm/05_19-Mutation Operators Using ENCOG.mp4 2MB
  61. 06. Course Summary/06_02-References and Resources.mp4 2MB
  62. 02. Unsupervised Competitive Networks/02_01-Introduction.mp4 2MB
  63. 01. Course Introduction/01_03-Course Structure.mp4 2MB
  64. 03. Unsupervised Auto-Associative Networks/03_01-Introduction.mp4 2MB
  65. 05. Optimization Using Genetic Algorithm/05_16-Fitness Function Using ENCOG.mp4 2MB
  66. 05. Optimization Using Genetic Algorithm/05_20-Genetic Algorithm Training Using ENCOG.mp4 1MB
  67. 06. Course Summary/06_03-Future Roadmap.mp4 1MB
  68. 05. Optimization Using Genetic Algorithm/05_07-Genetic Algorithm Flowchart.mp4 1MB
  69. 05. Optimization Using Genetic Algorithm/05_26-Applications of Genetic Algorithm.mp4 1MB
  70. 02. Unsupervised Competitive Networks/02_17-Other Unsupervised Learning Techniques.mp4 1MB
  71. 04. Case Study Time Series Forecasting/04_07-Forecasting Using ENCOG Framework TemporalMLDataSet.mp4 1MB
  72. 03. Unsupervised Auto-Associative Networks/03_09-Applications of Hopfield Network.mp4 838KB
  73. 05. Optimization Using Genetic Algorithm/05_02-Outline.mp4 812KB
  74. 03. Unsupervised Auto-Associative Networks/03_02-Outline.mp4 781KB
  75. 04. Case Study Time Series Forecasting/04_02-Outline.mp4 756KB