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Hyperparameter Optimization for Machine Learning

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视频 2021-6-14 04:50 2025-1-4 14:37 175 2.89 GB 67
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Hyperparameter Optimization for Machine Learning

文件列表
  1. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/006 Sequential Model-Based Optimization.mp4114.09MB
  2. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/014 Optimizing parameters of a CNN.mp4111.37MB
  3. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/017 Scikit-Optimize - Neuronal Networks.mp4111.35MB
  4. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/002 SMAC Demo.mp499.56MB
  5. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/013 Scikit-Optimize - 1-Dimension.mp497.22MB
  6. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/008 Multivariate Gaussian Distribution.mp483.91MB
  7. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/011 Acquisition Functions.mp482.32MB
  8. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/009 Random Search with Hyperopt.mp481.12MB
  9. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/003 Cross-Validation Schemes.mp479.81MB
  10. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/009 Gaussian Process.mp476.24MB
  11. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/005 Bayes Rule.mp467.82MB
  12. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/004 Cross-Validation for model error estimation - Demo.mp465.81MB
  13. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/005 Creating your Own Metrics.mp464.46MB
  14. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/02 Hyperparameter Tuning - Overview/001 Parameters and Hyperparameters.mp462.27MB
  15. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/001 Introduction.mp461.72MB
  16. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/004 Grid Search - Demo.mp459.37MB
  17. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/001 Cross-Validation.mp457.71MB
  18. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/005 Cross-Validation for Hyperparameter Tuning - Demo.mp456.82MB
  19. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/009 Nested Cross-Validation - Demo.mp455.34MB
  20. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/02 Hyperparameter Tuning - Overview/002 Hyperparameter Optimization.mp450.82MB
  21. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/007 TPE with Hyperopt.mp449.98MB
  22. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/008 Nested Cross-Validation.mp449.92MB
  23. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/008 Random Search with Scikit-Optimize.mp448.32MB
  24. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/004 Joint and Conditional Probabilities.mp446.17MB
  25. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/004 Scikit-learn Metrics.mp445.86MB
  26. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/007 Random Search - Scikit-learn.mp444.19MB
  27. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/003 Bayesian Inference - Introduction.mp443.42MB
  28. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/007 Group Cross-Validation - Demo.mp443.32MB
  29. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/002 Manual Search.mp443.08MB
  30. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/002 Classification Metrics (Optional).mp442.9MB
  31. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/004 TPE Procedure.mp442.31MB
  32. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/006 Random Search.mp441.03MB
  33. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/04 Cross-Validation/006 Special Cross-Validation Schemes.mp440.92MB
  34. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/006 Random search.mp438.18MB
  35. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/015 Analyzing the CNN search.mp437.08MB
  36. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/018 Scikit-Optimize - CNN - Search Analysis.mp437.08MB
  37. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/014 Scikit-Optimize - Manual Search.mp435.92MB
  38. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/007 Bayesian search with Gaussian processes.mp435.17MB
  39. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/002 Course Curriculum.mp434.91MB
  40. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/007 Gaussian Distribution.mp434.59MB
  41. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/001 SMAC.mp432.6MB
  42. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/015 Scikit-Optimize - Automatic Search.mp430.94MB
  43. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/011 Bayesian search with Scikit-learn wrapper.mp430.92MB
  44. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/001 Sequential Search.mp430.59MB
  45. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/010 Kernels.mp430.29MB
  46. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/010 Parallelizing a bayesian search.mp426.09MB
  47. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/006 TPE - why tree-structured_.mp425.82MB
  48. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/001 Basic Search Algorithms - Introduction.mp425.49MB
  49. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/012 Changing the kernel of a Gaussian Process.mp425.04MB
  50. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/016 Scikit-Optimize - Alternative Kernel.mp425.03MB
  51. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/001 Scikit-Optimize.mp424.8MB
  52. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/003 Hyperparameter Distributions.mp424.12MB
  53. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/005 TPE hyperparameters.mp423.24MB
  54. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/009 Bayes search with GBMs.mp423.02MB
  55. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/008 Bayes search with Random Forests.mp422.99MB
  56. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/06 Bayesian Optimization/002 Bayesian Optimization.mp422.41MB
  57. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/07 Other SMBO Algorithms/003 Tree-structured Parzen Estimators - TPE.mp419.28MB
  58. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/005 Grid Search with different hyperparameter spaces.mp418.4MB
  59. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/006 Using Scikit-learn Metrics.mp417.81MB
  60. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/004 Defining the hyperparameter space.mp417.17MB
  61. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/003 Regression Metrics (Optional).mp416.64MB
  62. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/05 Basic Search Algorithms/003 Grid Search.mp416.3MB
  63. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/003 Course aim and knowledge requirements.mp415.51MB
  64. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/002 Section Content.mp412.49MB
  65. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/08 Scikit-Optimize/005 Defining the objective function.mp410.57MB
  66. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/01 Introduction/004 Course Material.mp410.1MB
  67. [TutsNode.com] - Hyperparameter Optimization for Machine Learning/03 Performance metrics/001 Introduction.mp45.81MB
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