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  • DataMiningBayesianClassification.rar E-book about Bayesian Classification - Data Mining
  • sdarticle_9.rar An evaluation of Bayesian techniques for controlling model complexity and selecting inputs in a neural network for short-term load forecasting Henrique S. Hippert a,, James W. Taylor b
  • bayes.rar Bayesian classification code
  • MRICP2.0.tar.gz This is the MRICP driver for player/stage. This Driver is used as a localizer and Occupancy Grid Map Builder using simple Bayesian Probability Update. It uses Iterative closest Point method to allign laser scans and estimate the change of pose
  • Bayesian_approach_to_digital_matting.zip importance of bayesian approach is described clearly and comparison done with many other methods.
  • diff_SIGMA_diff_prior.m.zip Bayesian classification
  • bigback5.tar.gz 卡文迪许实验室的 D. J. Mackay 教授在读博期间编写的验证Bayesian和Neural网络的C语言程序/软件包。在Ubuntu8.04-Linux下面可以正常编译并计算结果。文件中含有部分试验所用过的数据!
  • OpenBUGS.zip 这是国外研究Gibbs采样和Bayesian推理的研究人员写的工具包软件,最新版本为V1.4.3。很适合研究机器学习及其贝叶斯推理的科研人员使用。
  • fbm.2004.11.10.zip 《Software for Flexible Bayesian Modeling and Markov Chain Sampling》是机器学习领域专家Neal编写的用于Bayesian和马尔可夫链Linux下的C语言工具包。很有名,也很权威。
  • start_thesis_book_here.rar Speech Enhancement A Bayesian Estimation Approach Using Gaussian Mixture Model