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15 free books on machine learning 2014-08-13

  • 收录时间:2018-02-25 08:55:16
  • 文件大小:91MB
  • 下载次数:312
  • 最近下载:2021-01-19 06:11:36
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文件列表

  1. 04of15 - Bayesian Reasoning and Machine Learning.pdf 15MB
  2. 06of15 - The Elements of Statistical Learning - Data Mining, Inference, and Prediction.pdf 12MB
  3. 15of15 - Information Theory, Inference, and Learning Algorithms.pdf 11MB
  4. 01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/01of01 - Sample Chapters 1-6.pdf 6MB
  5. 09of15 - Reinforcement Learning - An Introduction.pdf 5MB
  6. 02of15 - A Course in Machine Learning.pdf 3MB
  7. 12of15 - Introduction To Machine Learning.pdf 2MB
  8. 11of15 - Machine Learning, Neural and Statistical Classification.pdf 2MB
  9. 13of15 - Inductive Logic Programming - Techniques and Applications/01of01 - Complete Text.pdf 2MB
  10. 07of15 - Reinforcement Learning/13of20 - Linear Subspace Learning for Facial Expression Analysis.pdf 1MB
  11. 14of15 - Practical Artificial Intelligence Programming in Java.pdf 1MB
  12. 07of15 - Reinforcement Learning/05of20 - Similarity Discriminant Analysis.pdf 1MB
  13. 07of15 - Reinforcement Learning/06of20 - Forced Information for Information-Theoretic Competitive Learning.pdf 1MB
  14. 07of15 - Reinforcement Learning/20of20 - Machine Learning for Sequential Behavior Modeling and Prediction.pdf 966KB
  15. 07of15 - Reinforcement Learning/01of20 - Neural Machine Learning Approaches Q-Learning and Complexity Estimation Based Information Processing System.pdf 956KB
  16. 07of15 - Reinforcement Learning/15of20 - 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning.pdf 885KB
  17. 07of15 - Reinforcement Learning/10of20 - Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter.pdf 865KB
  18. 10of15 - Gaussian Processes for Machine Learning/05of15 - Model Selection and Adaptation of Hyperparameters.pdf 843KB
  19. 07of15 - Reinforcement Learning/16of20 - Performance Analysis of Hybrid Non-Supervised & Supervised Learning Techniques Applied to the Classification of Faults in Energy Transport Systems.pdf 805KB
  20. 10of15 - Gaussian Processes for Machine Learning/03of15 - Classification.pdf 797KB
  21. 08of15 - Machine Learning/19of22 - The Allocation of Time and Location Information to Activity-Travel Sequence Data by Means of Reinforcement Learning.pdf 790KB
  22. 07of15 - Reinforcement Learning/12of20 - Generation of Facial Expression Map using Supervised and Unsupervised Learning.pdf 758KB
  23. 07of15 - Reinforcement Learning/19of20 - Implicit Estimation of Another's Intention Based on Modular Reinforcement Learning.pdf 749KB
  24. 07of15 - Reinforcement Learning/09of20 - Hardening Email Security via Bayesian Additive Regression Trees.pdf 733KB
  25. 08of15 - Machine Learning/05of22 - An Extension of Finite-state Markov Decision Process and an Application of Grammatical Inference.pdf 695KB
  26. 08of15 - Machine Learning/03of22 - Reinforcement Evolutionary Learning for Neuro-Fuzzy Controller Design.pdf 694KB
  27. 05of15 - Introduction to Machine Learning.pdf 684KB
  28. 10of15 - Gaussian Processes for Machine Learning/04of15 - Covariance Functions.pdf 675KB
  29. 07of15 - Reinforcement Learning/11of20 - Model Selection for Ranking SVM Using Regularization Path.pdf 654KB
  30. 07of15 - Reinforcement Learning/03of20 - Taking Experience to a Whole New Level.pdf 608KB
  31. 08of15 - Machine Learning/01of22 - Neural Forecasting Systems.pdf 555KB
  32. 10of15 - Gaussian Processes for Machine Learning/06of15 - Relationships between GPs and Other Models.pdf 542KB
  33. 08of15 - Machine Learning/11of22 - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games.pdf 540KB
  34. 08of15 - Machine Learning/09of22 - Multi-Automata Learning.pdf 534KB
  35. 07of15 - Reinforcement Learning/17of20 - Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules.pdf 529KB
  36. 08of15 - Machine Learning/20of22 - Application on Reinforcement Learning for Diagnosis Based on Medical Image.pdf 481KB
  37. 08of15 - Machine Learning/18of22 - Inductive Approaches Based on Trial&Error Paradigm for Communications Network.pdf 481KB
  38. 08of15 - Machine Learning/14of22 - Water Allocation Improvement in River Basin Using Adaptive Neural Fuzzy Reinforcement Learning Approach.pdf 474KB
  39. 08of15 - Machine Learning/08of22 - Decentralized Reinforcement Learning for the Online Optimization of Distributed Systems.pdf 466KB
  40. 10of15 - Gaussian Processes for Machine Learning/02of15 - Regression.pdf 456KB
  41. 08of15 - Machine Learning/02of22 - Reinforcement Learning in System Identification.pdf 455KB
  42. 08of15 - Machine Learning/13of22 - Optimising Spoken Dialogue Strategies within the Reinforcement Learning Paradigm.pdf 454KB
  43. 07of15 - Reinforcement Learning/08of20 - Machine Learning Methods for Spoken Dialogue Simulation and Optimization.pdf 446KB
  44. 08of15 - Machine Learning/22of22 - Reinforcement Learning to Support Meta-Level Control in Air Traffic Management.pdf 436KB
  45. 01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/00of01 - Book Cover.pdf 421KB
  46. 03of15 - A First Encounter with Machine Learning.pdf 416KB
  47. 08of15 - Machine Learning/04of22 - Superposition-Inspired Reinforcement Learning and Quantum Reinforcement Learning.pdf 408KB
  48. 07of15 - Reinforcement Learning/04of20 - Hamiltonian Neural Networks Based Networks for Learning.pdf 400KB
  49. 07of15 - Reinforcement Learning/02of20 - From Automation To Autonomy.pdf 382KB
  50. 10of15 - Gaussian Processes for Machine Learning/08of15 - Approximation Methods for Large Datasets.pdf 379KB
  51. 07of15 - Reinforcement Learning/18of20 - Heuristic Dynamic Programming Nonlinear Optimal Controller.pdf 366KB
  52. 08of15 - Machine Learning/10of22 - Abstraction for Genetics-Based Reinforcement Learning.pdf 358KB
  53. 08of15 - Machine Learning/17of22 - Reinforcement Learning-Based Supervisory Control Strategy for a Rotary Kiln Process.pdf 357KB
  54. 10of15 - Gaussian Processes for Machine Learning/07of15 - Theoretical Perspectives.pdf 357KB
  55. 08of15 - Machine Learning/21of22 - RL Based Decision Support System for u-Healthcare Environment.pdf 354KB
  56. 07of15 - Reinforcement Learning/07of20 - Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help.pdf 345KB
  57. 08of15 - Machine Learning/06of22 - Interaction Between the Spatio-Temporal Learning Rule (Non Hebbian) and Hebbian in Single Cells - A Cellular Mechanism of Reinforcement Learning.pdf 337KB
  58. 08of15 - Machine Learning/07of22 - Reinforcement Learning Embedded in Brains and Robots.pdf 325KB
  59. 10of15 - Gaussian Processes for Machine Learning/01of15 - Introduction.pdf 325KB
  60. 10of15 - Gaussian Processes for Machine Learning/11of15 - Appendix B - Gaussian Markov Processes.pdf 322KB
  61. 08of15 - Machine Learning/12of22 - Modular Learning Systems for Behavior Acquisition in Multi-Agent Environment.pdf 322KB
  62. 10of15 - Gaussian Processes for Machine Learning/10of15 - Appendix A - Mathematical Background.pdf 298KB
  63. 10of15 - Gaussian Processes for Machine Learning/09of15 - Further Issues and Conclusions.pdf 297KB
  64. 08of15 - Machine Learning/16of22 - Model-Free Learning Control of Chemical Processes.pdf 286KB
  65. 07of15 - Reinforcement Learning/14of20 - Resampling Methods for Unsupervised Learning from Sample Data.pdf 281KB
  66. 10of15 - Gaussian Processes for Machine Learning/00of15 - Front Matter.pdf 275KB
  67. 08of15 - Machine Learning/15of22 - Reinforcement Learning for Building Environmental Control.pdf 252KB
  68. 10of15 - Gaussian Processes for Machine Learning/13of15 - Bibliography.pdf 203KB
  69. 10of15 - Gaussian Processes for Machine Learning/15of15 - Subject Index.pdf 128KB
  70. 13of15 - Inductive Logic Programming - Techniques and Applications/00of01 - Front Matter.pdf 125KB
  71. 10of15 - Gaussian Processes for Machine Learning/14of15 - Author Index.pdf 94KB
  72. fifteen free eBooks on machine learning 1v3.html 86KB
  73. fifteen free eBooks on machine learning 3v3.html 85KB
  74. fifteen free eBooks on machine learning 2v3.html 85KB
  75. 10of15 - Gaussian Processes for Machine Learning/12of15 - Appendix C - Datasets and Code.pdf 67KB
  76. 10of15 - Gaussian Processes for Machine Learning/Contents.html 5KB