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Machine Learning, Artificial Intelligence, Mathematics eBooks

  • 收录时间:2018-02-27 15:43:51
  • 文件大小:1GB
  • 下载次数:428
  • 最近下载:2021-01-12 05:22:20
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文件列表

  1. math/matrix fu/introduction to linear algebra (4th, 2009).pdf 90MB
  2. ML/probabilistic graphical models - principles and techniques (2009).pdf 66MB
  3. math/statistics/applied linear statistical models (5th, 2004).pdf 50MB
  4. math/analysis/calculus (spivak, 3rd, 1994).pdf 48MB
  5. AI/evo bio/introduction to evolutionary computing (2003).pdf 45MB
  6. math/statistics/all of statistics - a concise course in statistical inference (2010).pdf 45MB
  7. math/probability/an introduction to probability theory and applications (vol2, 1971).pdf 42MB
  8. ML/machine learning - an algorithmic perspective (2009).pdf 42MB
  9. ML/machine learning (1997).pdf 37MB
  10. math/probability/an introduction to probability theory and applications (vol1, 3rd, 1968).pdf 35MB
  11. math/analysis/calculus (strang, 1991).pdf 34MB
  12. other/godel, escher, bach - an eternal golden braid (1999).pdf 31MB
  13. ML/statistical learning theory (1998).pdf 30MB
  14. math/matrix fu/fundamentals of matrix computations (2nd, 2002).pdf 26MB
  15. ML/machine learning for hackers (2012).pdf 23MB
  16. math/statistics/introduction to bayesian statistics (2nd, 2007).pdf 22MB
  17. other/solutions/answer book for calculus 3rd (spivak, 1994).pdf 22MB
  18. math/probability/a course in probability theory (3rd, 2000).pdf 20MB
  19. other/speech and language processing (2nd, 2007).pdf 19MB
  20. AI/universal artificial intelligence (2005).pdf 18MB
  21. math/probability/introduction to probability (bertsekas, 2nd, 2008).pdf 17MB
  22. AI/evo bio/evolving connectionist systems - the knowledge engineering approach (2007).pdf 17MB
  23. AI/the quest for AI - a history of ideas and achievements (2010).pdf 15MB
  24. other/probabilistic robotics (2005).pdf 15MB
  25. math/optimization/practical methods for optimization (2nd, 1987).pdf 15MB
  26. AI/evo bio/bio-inspired artificial intelligence (2008).pdf 15MB
  27. AI/artificial intelligence - a modern approach (3rd, 2009).pdf 15MB
  28. AI/evo bio/the art of artificial evolution - a handbook on evolutionary art and music (2007).pdf 15MB
  29. math/matrix fu/linear algebra (1977).djvu 14MB
  30. math/analysis/introduction to analysis (1985).pdf 14MB
  31. math/statistics/robust statistics (2nd, 2009).pdf 14MB
  32. ML/bayesian reasoning and machine learning (2012).pdf 14MB
  33. math/optimization/introduction to linear optimization (1997).pdf 14MB
  34. ML/pattern recognition (4th, 2008).pdf 13MB
  35. ML/data mining - concepts and techniques (3rd, 2011).pdf 13MB
  36. ML/elements of statistical learning (2008).pdf 12MB
  37. math/statistics/statistics - the exploration and analysis of data (7th, 2010).pdf 12MB
  38. math/statistics/modern multivariate statistical techniques - regression, classification and manifold learning (2008).pdf 12MB
  39. math/matrix fu/matrix computations (3rd, 1996).pdf 12MB
  40. math/statistics/multivariate data analysis (7th, 2009).pdf 11MB
  41. ML/a probabilistic theory of pattern recognition (1996).pdf 11MB
  42. ML/introduction to machine learning (smola, 2010).pdf 10MB
  43. ML/data analysis with open source tools (2010).pdf 10MB
  44. math/analysis/mathematical analysis (2nd, 1981).djvu 10MB
  45. ML/doing bayesian data analysis - a tutorial with R and BUGS (2010).pdf 10MB
  46. ML/learning with kernels (2002).pdf 10MB
  47. AI/evo bio/swarm intelligence (2001).pdf 9MB
  48. ML/information theory, inference and learning algorithms (2003).pdf 7MB
  49. ML/data mining - practical machine learning tools and techniques (2011).pdf 7MB
  50. ML/an introduction to information retrieval (2009).pdf 7MB
  51. other/foundations of statistical language processing (1999).pdf 6MB
  52. math/optimization/convex optimization (2004).pdf 6MB
  53. ML/neural networks for applied sciences and engineering (2006).pdf 6MB
  54. other/the algorithm design manual (2nd, 2008).pdf 6MB
  55. math/probability/probability theory - the logic of science (2003).pdf 6MB
  56. AI/artificial general intelligence (2007).pdf 6MB
  57. AI/prediction, learning, and games (2006).pdf 6MB
  58. math/optimization/introduction to stochastic search and optimization (2003).djvu 5MB
  59. ML/mining the social web - analyzing data from facebook, twitter, linkedin and other social media sites (2011).pdf 5MB
  60. ML/pattern recognition and machine learning (2007).pdf 5MB
  61. math/probability/schaum's outline of probability, random variables and random processes (1997).pdf 4MB
  62. AI/artificial intelligence for games (2nd, 2009).pdf 4MB
  63. AI/reinforcement learning - an introduction (1998).pdf 4MB
  64. AI/artificial intelligence (luger, 6th, 2008).pdf 4MB
  65. ML/gaussian processes for machine learning (2005).pdf 4MB
  66. math/matrix fu/matrix algebra - theory, computations, and applications in statistics (2007).pdf 4MB
  67. ML/large-scale inference - empirical bayes methods for estimation, testing, and prediction (2010).pdf 4MB
  68. AI/evo bio/a field guide to genetic programming (2008).pdf 4MB
  69. ML/introduction to machine learning (alpaydin, 2009).pdf 4MB
  70. ML/an introduction to pattern recognition - a matlab approach (2010).pdf 3MB
  71. ML/programming collective intelligence - building smart web 2.0 applications (2007).pdf 3MB
  72. math/optimization/numerical optimization (2nd, 2006).pdf 3MB
  73. math/probability/a first look at rigorous probability theory (2nd, 2006).pdf 3MB
  74. ML/kernel methods for pattern analysis (2004).pdf 3MB
  75. math/optimization/optimization for machine learning (2011).pdf 3MB
  76. math/probability/introduction to probability (grinstead and snell, 2006).pdf 3MB
  77. math/how to prove it - a structured approach (2nd, 2006).pdf 3MB
  78. ML/ensemble methods in data mining (2010).pdf 3MB
  79. math/statistics/statistics in plain english (3rd, 2010).pdf 2MB
  80. AI/knowledge representation and reasoning (2004).pdf 2MB
  81. math/statistics/all of nonparametric statistics (2010).pdf 2MB
  82. math/statistics/an introduction to generalized linear models (2nd, 2001).pdf 2MB
  83. AI/evo bio/ant colony optimization (2004).pdf 2MB
  84. ML/learning deep architectures for AI (2009).pdf 1MB
  85. other/solutions/pattern recognition and machine learning solutions.pdf 883KB
  86. other/solutions/introduction to linear algebra solution manual.pdf 590KB
  87. math/matrix fu/matrix cookbook.pdf 522KB
  88. other/solutions/elements of statistical learning sol1.pdf 142KB
  89. other/solutions/elements of statistical learning sol2.pdf 68KB