15 free books on machine learning 2014-08-13
File List
- 04of15 - Bayesian Reasoning and Machine Learning.pdf 15.4 MB
- 06of15 - The Elements of Statistical Learning - Data Mining, Inference, and Prediction.pdf 12.2 MB
- 15of15 - Information Theory, Inference, and Learning Algorithms.pdf 11.1 MB
- 01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/01of01 - Sample Chapters 1-6.pdf 6.3 MB
- 09of15 - Reinforcement Learning - An Introduction.pdf 5.2 MB
- 02of15 - A Course in Machine Learning.pdf 2.8 MB
- 12of15 - Introduction To Machine Learning.pdf 1.8 MB
- 11of15 - Machine Learning, Neural and Statistical Classification.pdf 1.7 MB
- 13of15 - Inductive Logic Programming - Techniques and Applications/01of01 - Complete Text.pdf 1.6 MB
- 07of15 - Reinforcement Learning/13of20 - Linear Subspace Learning for Facial Expression Analysis.pdf 1.3 MB
- 14of15 - Practical Artificial Intelligence Programming in Java.pdf 1.2 MB
- 07of15 - Reinforcement Learning/05of20 - Similarity Discriminant Analysis.pdf 1.2 MB
- 07of15 - Reinforcement Learning/06of20 - Forced Information for Information-Theoretic Competitive Learning.pdf 1.0 MB
- 07of15 - Reinforcement Learning/20of20 - Machine Learning for Sequential Behavior Modeling and Prediction.pdf 965.7 KB
- 07of15 - Reinforcement Learning/01of20 - Neural Machine Learning Approaches Q-Learning and Complexity Estimation Based Information Processing System.pdf 956.4 KB
- 07of15 - Reinforcement Learning/15of20 - 3D Shape Classification and Retrieval Using Heterogenous Features and Supervised Learning.pdf 885.4 KB
- 07of15 - Reinforcement Learning/10of20 - Learning Optimal Web Service Selections in Dynamic Environments when Many Quality-of-Service Criteria Matter.pdf 865.1 KB
- 10of15 - Gaussian Processes for Machine Learning/05of15 - Model Selection and Adaptation of Hyperparameters.pdf 842.7 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 805.0 KB
- 10of15 - Gaussian Processes for Machine Learning/03of15 - Classification.pdf 796.6 KB
- 08of15 - Machine Learning/19of22 - The Allocation of Time and Location Information to Activity-Travel Sequence Data by Means of Reinforcement Learning.pdf 790.2 KB
- 07of15 - Reinforcement Learning/12of20 - Generation of Facial Expression Map using Supervised and Unsupervised Learning.pdf 758.2 KB
- 07of15 - Reinforcement Learning/19of20 - Implicit Estimation of Another's Intention Based on Modular Reinforcement Learning.pdf 748.8 KB
- 07of15 - Reinforcement Learning/09of20 - Hardening Email Security via Bayesian Additive Regression Trees.pdf 733.0 KB
- 08of15 - Machine Learning/05of22 - An Extension of Finite-state Markov Decision Process and an Application of Grammatical Inference.pdf 695.3 KB
- 08of15 - Machine Learning/03of22 - Reinforcement Evolutionary Learning for Neuro-Fuzzy Controller Design.pdf 694.2 KB
- 05of15 - Introduction to Machine Learning.pdf 683.7 KB
- 10of15 - Gaussian Processes for Machine Learning/04of15 - Covariance Functions.pdf 675.2 KB
- 07of15 - Reinforcement Learning/11of20 - Model Selection for Ranking SVM Using Regularization Path.pdf 653.8 KB
- 07of15 - Reinforcement Learning/03of20 - Taking Experience to a Whole New Level.pdf 608.5 KB
- 08of15 - Machine Learning/01of22 - Neural Forecasting Systems.pdf 555.1 KB
- 10of15 - Gaussian Processes for Machine Learning/06of15 - Relationships between GPs and Other Models.pdf 542.4 KB
- 08of15 - Machine Learning/11of22 - Dynamics of the Bush-Mosteller Learning Algorithm in 2x2 Games.pdf 540.4 KB
- 08of15 - Machine Learning/09of22 - Multi-Automata Learning.pdf 534.1 KB
- 07of15 - Reinforcement Learning/17of20 - Genetic Network Programming with Reinforcement Learning and Its Application to Creating Stock Trading Rules.pdf 528.6 KB
- 08of15 - Machine Learning/20of22 - Application on Reinforcement Learning for Diagnosis Based on Medical Image.pdf 481.2 KB
- 08of15 - Machine Learning/18of22 - Inductive Approaches Based on Trial&Error Paradigm for Communications Network.pdf 481.0 KB
- 08of15 - Machine Learning/14of22 - Water Allocation Improvement in River Basin Using Adaptive Neural Fuzzy Reinforcement Learning Approach.pdf 474.1 KB
- 08of15 - Machine Learning/08of22 - Decentralized Reinforcement Learning for the Online Optimization of Distributed Systems.pdf 466.0 KB
- 10of15 - Gaussian Processes for Machine Learning/02of15 - Regression.pdf 456.0 KB
- 08of15 - Machine Learning/02of22 - Reinforcement Learning in System Identification.pdf 454.8 KB
- 08of15 - Machine Learning/13of22 - Optimising Spoken Dialogue Strategies within the Reinforcement Learning Paradigm.pdf 454.2 KB
- 07of15 - Reinforcement Learning/08of20 - Machine Learning Methods for Spoken Dialogue Simulation and Optimization.pdf 446.2 KB
- 08of15 - Machine Learning/22of22 - Reinforcement Learning to Support Meta-Level Control in Air Traffic Management.pdf 436.3 KB
- 01of15 - [ONLY SAMPLE CHAPTERS 1-6] The LION Way - Machine Learning plus Intelligent Optimization/00of01 - Book Cover.pdf 421.3 KB
- 03of15 - A First Encounter with Machine Learning.pdf 415.7 KB
- 08of15 - Machine Learning/04of22 - Superposition-Inspired Reinforcement Learning and Quantum Reinforcement Learning.pdf 408.3 KB
- 07of15 - Reinforcement Learning/04of20 - Hamiltonian Neural Networks Based Networks for Learning.pdf 399.8 KB
- 07of15 - Reinforcement Learning/02of20 - From Automation To Autonomy.pdf 381.6 KB
- 10of15 - Gaussian Processes for Machine Learning/08of15 - Approximation Methods for Large Datasets.pdf 379.1 KB
- 07of15 - Reinforcement Learning/18of20 - Heuristic Dynamic Programming Nonlinear Optimal Controller.pdf 365.9 KB
- 08of15 - Machine Learning/10of22 - Abstraction for Genetics-Based Reinforcement Learning.pdf 358.1 KB
- 08of15 - Machine Learning/17of22 - Reinforcement Learning-Based Supervisory Control Strategy for a Rotary Kiln Process.pdf 356.9 KB
- 10of15 - Gaussian Processes for Machine Learning/07of15 - Theoretical Perspectives.pdf 356.8 KB
- 08of15 - Machine Learning/21of22 - RL Based Decision Support System for u-Healthcare Environment.pdf 354.0 KB
- 07of15 - Reinforcement Learning/07of20 - Learning to Build a Semantic Thesaurus from Free Text Corpora without External Help.pdf 344.6 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 337.4 KB
- 08of15 - Machine Learning/07of22 - Reinforcement Learning Embedded in Brains and Robots.pdf 325.3 KB
- 10of15 - Gaussian Processes for Machine Learning/01of15 - Introduction.pdf 324.8 KB
- 10of15 - Gaussian Processes for Machine Learning/11of15 - Appendix B - Gaussian Markov Processes.pdf 321.8 KB
- 08of15 - Machine Learning/12of22 - Modular Learning Systems for Behavior Acquisition in Multi-Agent Environment.pdf 321.6 KB
- 10of15 - Gaussian Processes for Machine Learning/10of15 - Appendix A - Mathematical Background.pdf 297.7 KB
- 10of15 - Gaussian Processes for Machine Learning/09of15 - Further Issues and Conclusions.pdf 297.0 KB
- 08of15 - Machine Learning/16of22 - Model-Free Learning Control of Chemical Processes.pdf 286.2 KB
- 07of15 - Reinforcement Learning/14of20 - Resampling Methods for Unsupervised Learning from Sample Data.pdf 281.2 KB
- 10of15 - Gaussian Processes for Machine Learning/00of15 - Front Matter.pdf 275.0 KB
- 08of15 - Machine Learning/15of22 - Reinforcement Learning for Building Environmental Control.pdf 251.9 KB
- 10of15 - Gaussian Processes for Machine Learning/13of15 - Bibliography.pdf 202.9 KB
- 10of15 - Gaussian Processes for Machine Learning/15of15 - Subject Index.pdf 128.1 KB
- 13of15 - Inductive Logic Programming - Techniques and Applications/00of01 - Front Matter.pdf 125.2 KB
- 10of15 - Gaussian Processes for Machine Learning/14of15 - Author Index.pdf 93.7 KB
- fifteen free eBooks on machine learning 1v3.html 86.0 KB
- fifteen free eBooks on machine learning 3v3.html 85.0 KB
- fifteen free eBooks on machine learning 2v3.html 84.7 KB
- 10of15 - Gaussian Processes for Machine Learning/12of15 - Appendix C - Datasets and Code.pdf 67.4 KB
- 10of15 - Gaussian Processes for Machine Learning/Contents.html 5.3 KB
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