15 free books on machine learning 2014-08-13

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15 free books on machine learning 2014-08-13的二维码

文档列表

04of15 - Bayesian Reasoning and Machine Learning.pdf 16.2 MB
06of15 - The Elements of Statistical Learning - Data Mining, Inference, and Prediction.pdf 12.8 MB
15of15 - Information Theory, Inference, and Learning Algorithms.pdf 11.7 MB
01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/01of01 - Sample Chapters 1-6.pdf 6.7 MB
09of15 - Reinforcement Learning - An Introduction.pdf 5.5 MB
02of15 - A Course in Machine Learning.pdf 3.0 MB
12of15 - Introduction To Machine Learning.pdf 1.9 MB
11of15 - Machine Learning, Neural and Statistical Classification.pdf 1.8 MB
13of15 - Inductive Logic Programming - Techniques and Applications/01of01 - Complete Text.pdf 1.7 MB
07of15 - Reinforcement Learning/13of20 - Linear Subspace Learning for Facial Expression Analysis.pdf 1.4 MB
14of15 - Practical Artificial Intelligence Programming in Java.pdf 1.3 MB
07of15 - Reinforcement Learning/05of20 - Similarity Discriminant Analysis.pdf 1.3 MB
07of15 - Reinforcement Learning/06of20 - Forced Information for Information-Theoretic Competitive Learning.pdf 1.1 MB
07of15 - Reinforcement Learning/20of20 - Machine Learning for Sequential Behavior Modeling and Prediction.pdf 988.9 kB
07of15 - Reinforcement Learning/01of20 - Neural Machine Learning Approaches Q-Learning and Complexity Estimation Based Information Processing System.pdf 979.3 kB
07of15 - Reinforcement Learning/15of20 - 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning.pdf 906.7 kB
07of15 - Reinforcement Learning/10of20 - Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter.pdf 885.8 kB
10of15 - Gaussian Processes for Machine Learning/05of15 - Model Selection and Adaptation of Hyperparameters.pdf 862.9 kB
07of15 - Reinforcement Learning/16of20 - Performance Analysis of Hybrid Non-Supervised & Supervised Learning Techniques Applied to the Classification of Faults in Energy Transport Systems.pdf 824.3 kB
10of15 - Gaussian Processes for Machine Learning/03of15 - Classification.pdf 815.7 kB
08of15 - Machine Learning/19of22 - The Allocation of Time and Location Information to Activity-Travel Sequence Data by Means of Reinforcement Learning.pdf 809.1 kB
07of15 - Reinforcement Learning/12of20 - Generation of Facial Expression Map using Supervised and Unsupervised Learning.pdf 776.4 kB
07of15 - Reinforcement Learning/19of20 - Implicit Estimation of Another's Intention Based on Modular Reinforcement Learning.pdf 766.8 kB
07of15 - Reinforcement Learning/09of20 - Hardening Email Security via Bayesian Additive Regression Trees.pdf 750.6 kB
08of15 - Machine Learning/05of22 - An Extension of Finite-state Markov Decision Process and an Application of Grammatical Inference.pdf 712.0 kB
08of15 - Machine Learning/03of22 - Reinforcement Evolutionary Learning for Neuro-Fuzzy Controller Design.pdf 710.9 kB
05of15 - Introduction to Machine Learning.pdf 700.1 kB
10of15 - Gaussian Processes for Machine Learning/04of15 - Covariance Functions.pdf 691.4 kB
07of15 - Reinforcement Learning/11of20 - Model Selection for Ranking SVM Using Regularization Path.pdf 669.5 kB
07of15 - Reinforcement Learning/03of20 - Taking Experience to a Whole New Level.pdf 623.1 kB
08of15 - Machine Learning/01of22 - Neural Forecasting Systems.pdf 568.4 kB
10of15 - Gaussian Processes for Machine Learning/06of15 - Relationships between GPs and Other Models.pdf 555.4 kB
08of15 - Machine Learning/11of22 - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games.pdf 553.4 kB
08of15 - Machine Learning/09of22 - Multi-Automata Learning.pdf 546.9 kB
07of15 - Reinforcement Learning/17of20 - Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules.pdf 541.3 kB
08of15 - Machine Learning/20of22 - Application on Reinforcement Learning for Diagnosis Based on Medical Image.pdf 492.7 kB
08of15 - Machine Learning/18of22 - Inductive Approaches Based on Trial&Error Paradigm for Communications Network.pdf 492.6 kB
08of15 - Machine Learning/14of22 - Water Allocation Improvement in River Basin Using Adaptive Neural Fuzzy Reinforcement Learning Approach.pdf 485.4 kB
08of15 - Machine Learning/08of22 - Decentralized Reinforcement Learning for the Online Optimization of Distributed Systems.pdf 477.2 kB
10of15 - Gaussian Processes for Machine Learning/02of15 - Regression.pdf 466.9 kB
08of15 - Machine Learning/02of22 - Reinforcement Learning in System Identification.pdf 465.7 kB
08of15 - Machine Learning/13of22 - Optimising Spoken Dialogue Strategies within the Reinforcement Learning Paradigm.pdf 465.1 kB
07of15 - Reinforcement Learning/08of20 - Machine Learning Methods for Spoken Dialogue Simulation and Optimization.pdf 456.9 kB
08of15 - Machine Learning/22of22 - Reinforcement Learning to Support Meta-Level Control in Air Traffic Management.pdf 446.8 kB
01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/00of01 - Book Cover.pdf 431.4 kB
03of15 - A First Encounter with Machine Learning.pdf 425.7 kB
08of15 - Machine Learning/04of22 - Superposition-Inspired Reinforcement Learning and Quantum Reinforcement Learning.pdf 418.1 kB
07of15 - Reinforcement Learning/04of20 - Hamiltonian Neural Networks Based Networks for Learning.pdf 409.4 kB
07of15 - Reinforcement Learning/02of20 - From Automation To Autonomy.pdf 390.7 kB
10of15 - Gaussian Processes for Machine Learning/08of15 - Approximation Methods for Large Datasets.pdf 388.1 kB
07of15 - Reinforcement Learning/18of20 - Heuristic Dynamic Programming Nonlinear Optimal Controller.pdf 374.7 kB
08of15 - Machine Learning/10of22 - Abstraction for Genetics-Based Reinforcement Learning.pdf 366.7 kB
08of15 - Machine Learning/17of22 - Reinforcement Learning-Based Supervisory Control Strategy for a Rotary Kiln Process.pdf 365.5 kB
10of15 - Gaussian Processes for Machine Learning/07of15 - Theoretical Perspectives.pdf 365.3 kB
08of15 - Machine Learning/21of22 - RL Based Decision Support System for u-Healthcare Environment.pdf 362.5 kB
07of15 - Reinforcement Learning/07of20 - Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help.pdf 352.9 kB
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 345.5 kB
08of15 - Machine Learning/07of22 - Reinforcement Learning Embedded in Brains and Robots.pdf 333.1 kB
10of15 - Gaussian Processes for Machine Learning/01of15 - Introduction.pdf 332.6 kB
10of15 - Gaussian Processes for Machine Learning/11of15 - Appendix B - Gaussian Markov Processes.pdf 329.5 kB
08of15 - Machine Learning/12of22 - Modular Learning Systems for Behavior Acquisition in Multi-Agent Environment.pdf 329.3 kB
10of15 - Gaussian Processes for Machine Learning/10of15 - Appendix A - Mathematical Background.pdf 304.9 kB
10of15 - Gaussian Processes for Machine Learning/09of15 - Further Issues and Conclusions.pdf 304.1 kB
08of15 - Machine Learning/16of22 - Model-Free Learning Control of Chemical Processes.pdf 293.1 kB
07of15 - Reinforcement Learning/14of20 - Resampling Methods for Unsupervised Learning from Sample Data.pdf 287.9 kB
10of15 - Gaussian Processes for Machine Learning/00of15 - Front Matter.pdf 281.6 kB
08of15 - Machine Learning/15of22 - Reinforcement Learning for Building Environmental Control.pdf 257.9 kB
10of15 - Gaussian Processes for Machine Learning/13of15 - Bibliography.pdf 207.8 kB
10of15 - Gaussian Processes for Machine Learning/15of15 - Subject Index.pdf 131.2 kB
13of15 - Inductive Logic Programming - Techniques and Applications/00of01 - Front Matter.pdf 128.2 kB
10of15 - Gaussian Processes for Machine Learning/14of15 - Author Index.pdf 95.9 kB
fifteen free eBooks on machine learning 1v3.html 88.0 kB
fifteen free eBooks on machine learning 3v3.html 87.1 kB
fifteen free eBooks on machine learning 2v33.html 86.8 kB
10of15 - Gaussian Processes for Machine Learning/12of15 - Appendix C - Datasets and Code.pdf 69.1 kB
10of15 - Gaussian Processes for Machine Learning/Contents.html 5.5 kB

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