Machine Learning, Artificial Intelligence, Mathematics eBooks
File List
- math/matrix fu/introduction to linear algebra (4th, 2009).pdf 89.9 MB
- ML/probabilistic graphical models - principles and techniques (2009).pdf 66.2 MB
- math/statistics/applied linear statistical models (5th, 2004).pdf 49.8 MB
- math/analysis/calculus (spivak, 3rd, 1994).pdf 48.4 MB
- AI/evo bio/introduction to evolutionary computing (2003).pdf 44.9 MB
- math/statistics/all of statistics - a concise course in statistical inference (2010).pdf 44.9 MB
- math/probability/an introduction to probability theory and applications (vol2, 1971).pdf 42.1 MB
- ML/machine learning - an algorithmic perspective (2009).pdf 41.9 MB
- ML/machine learning (1997).pdf 37.0 MB
- math/probability/an introduction to probability theory and applications (vol1, 3rd, 1968).pdf 35.1 MB
- math/analysis/calculus (strang, 1991).pdf 33.5 MB
- other/godel, escher, bach - an eternal golden braid (1999).pdf 31.3 MB
- ML/statistical learning theory (1998).pdf 29.8 MB
- math/matrix fu/fundamentals of matrix computations (2nd, 2002).pdf 25.6 MB
- ML/machine learning for hackers (2012).pdf 23.1 MB
- math/statistics/introduction to bayesian statistics (2nd, 2007).pdf 21.8 MB
- other/solutions/answer book for calculus 3rd (spivak, 1994).pdf 21.5 MB
- math/probability/a course in probability theory (3rd, 2000).pdf 20.5 MB
- other/speech and language processing (2nd, 2007).pdf 18.9 MB
- AI/universal artificial intelligence (2005).pdf 17.5 MB
- math/probability/introduction to probability (bertsekas, 2nd, 2008).pdf 17.4 MB
- AI/evo bio/evolving connectionist systems - the knowledge engineering approach (2007).pdf 16.6 MB
- AI/the quest for AI - a history of ideas and achievements (2010).pdf 15.3 MB
- other/probabilistic robotics (2005).pdf 15.0 MB
- math/optimization/practical methods for optimization (2nd, 1987).pdf 15.0 MB
- AI/evo bio/bio-inspired artificial intelligence (2008).pdf 14.9 MB
- AI/artificial intelligence - a modern approach (3rd, 2009).pdf 14.9 MB
- AI/evo bio/the art of artificial evolution - a handbook on evolutionary art and music (2007).pdf 14.8 MB
- math/matrix fu/linear algebra (1977).djvu 14.1 MB
- math/analysis/introduction to analysis (1985).pdf 14.1 MB
- math/statistics/robust statistics (2nd, 2009).pdf 13.8 MB
- ML/bayesian reasoning and machine learning (2012).pdf 13.6 MB
- math/optimization/introduction to linear optimization (1997).pdf 13.5 MB
- ML/pattern recognition (4th, 2008).pdf 13.2 MB
- ML/data mining - concepts and techniques (3rd, 2011).pdf 12.5 MB
- ML/elements of statistical learning (2008).pdf 12.3 MB
- math/statistics/statistics - the exploration and analysis of data (7th, 2010).pdf 12.1 MB
- math/statistics/modern multivariate statistical techniques - regression, classification and manifold learning (2008).pdf 11.8 MB
- math/matrix fu/matrix computations (3rd, 1996).pdf 11.6 MB
- math/statistics/multivariate data analysis (7th, 2009).pdf 11.1 MB
- ML/a probabilistic theory of pattern recognition (1996).pdf 10.8 MB
- ML/introduction to machine learning (smola, 2010).pdf 10.3 MB
- ML/data analysis with open source tools (2010).pdf 10.2 MB
- math/analysis/mathematical analysis (2nd, 1981).djvu 10.0 MB
- ML/doing bayesian data analysis - a tutorial with R and BUGS (2010).pdf 9.9 MB
- ML/learning with kernels (2002).pdf 9.8 MB
- AI/evo bio/swarm intelligence (2001).pdf 9.0 MB
- ML/information theory, inference and learning algorithms (2003).pdf 7.1 MB
- ML/data mining - practical machine learning tools and techniques (2011).pdf 6.9 MB
- ML/an introduction to information retrieval (2009).pdf 6.6 MB
- other/foundations of statistical language processing (1999).pdf 6.3 MB
- math/optimization/convex optimization (2004).pdf 6.3 MB
- ML/neural networks for applied sciences and engineering (2006).pdf 5.9 MB
- other/the algorithm design manual (2nd, 2008).pdf 5.9 MB
- math/probability/probability theory - the logic of science (2003).pdf 5.8 MB
- AI/artificial general intelligence (2007).pdf 5.7 MB
- AI/prediction, learning, and games (2006).pdf 5.5 MB
- math/optimization/introduction to stochastic search and optimization (2003).djvu 5.2 MB
- ML/mining the social web - analyzing data from facebook, twitter, linkedin and other social media sites (2011).pdf 4.8 MB
- ML/pattern recognition and machine learning (2007).pdf 4.5 MB
- math/probability/schaum's outline of probability, random variables and random processes (1997).pdf 4.4 MB
- AI/artificial intelligence for games (2nd, 2009).pdf 4.1 MB
- AI/reinforcement learning - an introduction (1998).pdf 4.0 MB
- AI/artificial intelligence (luger, 6th, 2008).pdf 4.0 MB
- ML/gaussian processes for machine learning (2005).pdf 3.9 MB
- math/matrix fu/matrix algebra - theory, computations, and applications in statistics (2007).pdf 3.8 MB
- ML/large-scale inference - empirical bayes methods for estimation, testing, and prediction (2010).pdf 3.6 MB
- AI/evo bio/a field guide to genetic programming (2008).pdf 3.6 MB
- ML/introduction to machine learning (alpaydin, 2009).pdf 3.5 MB
- ML/an introduction to pattern recognition - a matlab approach (2010).pdf 3.3 MB
- ML/programming collective intelligence - building smart web 2.0 applications (2007).pdf 3.3 MB
- math/optimization/numerical optimization (2nd, 2006).pdf 3.3 MB
- math/probability/a first look at rigorous probability theory (2nd, 2006).pdf 3.1 MB
- ML/kernel methods for pattern analysis (2004).pdf 3.0 MB
- math/optimization/optimization for machine learning (2011).pdf 3.0 MB
- math/probability/introduction to probability (grinstead and snell, 2006).pdf 2.9 MB
- math/how to prove it - a structured approach (2nd, 2006).pdf 2.6 MB
- ML/ensemble methods in data mining (2010).pdf 2.6 MB
- math/statistics/statistics in plain english (3rd, 2010).pdf 2.5 MB
- AI/knowledge representation and reasoning (2004).pdf 2.3 MB
- math/statistics/all of nonparametric statistics (2010).pdf 2.2 MB
- math/statistics/an introduction to generalized linear models (2nd, 2001).pdf 2.1 MB
- AI/evo bio/ant colony optimization (2004).pdf 1.9 MB
- ML/learning deep architectures for AI (2009).pdf 1.1 MB
- other/solutions/pattern recognition and machine learning solutions.pdf 883.1 KB
- other/solutions/introduction to linear algebra solution manual.pdf 590.3 KB
- math/matrix fu/matrix cookbook.pdf 522.2 KB
- other/solutions/elements of statistical learning sol1.pdf 142.0 KB
- other/solutions/elements of statistical learning sol2.pdf 67.7 KB
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