有意思的matlab代码-Minimum-Probability-Flow-Learning:Matlab代码实现最小概率流学习

上传者: 38595473 | 上传时间: 2023-02-08 23:09:49 | 文件大小: 389KB | 文件类型: ZIP
有意思的matlab代码最小概率流学习(MPF) MPF是一种用于非标准化概率模型中参数估计的技术。 该文件中对此进行了描述: J Sohl-Dickstein,P Battaglino,MR德威斯最小概率流学习国际机器学习大会(2011) 该存储库包含为Ising模型和RBM实现MPF的Matlab代码。 目录结构如下: MPF_ising /-Ising模型中的参数估计 MPF_RBM_compare_log_likelihood / -受限玻尔兹曼机器中的参数估计。 该目录还包含将通过伪似然和对比发散训练的小型RBM与通过MPF训练的小型RBM的对数可能性进行比较的代码。 如果您对使用MPF建立神经尖峰数据的Ising模型感兴趣,还应该在查阅Liberty Hamilton的存储库。

文件下载

资源详情

[{"title":"( 100 个子文件 389KB ) 有意思的matlab代码-Minimum-Probability-Flow-Learning:Matlab代码实现最小概率流学习","children":[{"title":"runme_compare.m <span style='color:#111;'> 3.34KB </span>","children":null,"spread":false},{"title":"dE_RBM.m <span style='color:#111;'> 813B </span>","children":null,"spread":false},{"title":"sigmoid.m <span style='color:#111;'> 105B </span>","children":null,"spread":false},{"title":"compute_log_likelihood.m <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"sample_RBM.m <span style='color:#111;'> 1.32KB </span>","children":null,"spread":false},{"title":"MPF_RBM_objective.tex <span style='color:#111;'> 2.61KB </span>","children":null,"spread":false},{"title":"train_CD.m <span style='color:#111;'> 1.22KB </span>","children":null,"spread":false},{"title":"MPF_RBM_objective.pdf <span style='color:#111;'> 88.10KB </span>","children":null,"spread":false},{"title":"E_RBM.m <span style='color:#111;'> 693B </span>","children":null,"spread":false},{"title":"K_dK_RBM.m <span style='color:#111;'> 3.63KB </span>","children":null,"spread":false},{"title":"startup.m <span style='color:#111;'> 34B </span>","children":null,"spread":false},{"title":"README <span style='color:#111;'> 370B </span>","children":null,"spread":false},{"title":"PL_RBM.m <span style='color:#111;'> 1.09KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 1021B </span>","children":null,"spread":false},{"title":"test.m~ <span style='color:#111;'> 535B </span>","children":null,"spread":false},{"title":"#test.m# <span style='color:#111;'> 2.55KB </span>","children":null,"spread":false},{"title":"sw_allall_flip_conditionals.mexmaci64 <span style='color:#111;'> 8.86KB </span>","children":null,"spread":false},{"title":"INFO <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"checkcoalesceswendsenwang.m <span style='color:#111;'> 2.62KB </span>","children":null,"spread":false},{"title":"tri.pdf <span style='color:#111;'> 25.95KB </span>","children":null,"spread":false},{"title":"swendsenwang.m <span style='color:#111;'> 1.90KB </span>","children":null,"spread":false},{"title":"tri_zero.pdf <span style='color:#111;'> 31.31KB </span>","children":null,"spread":false},{"title":"sw_allall_flip_conditionals.log <span style='color:#111;'> 477B </span>","children":null,"spread":false},{"title":"sw_allall_ising.m <span style='color:#111;'> 2.02KB </span>","children":null,"spread":false},{"title":".#test.m <span style='color:#111;'> 29B </span>","children":null,"spread":false},{"title":"sw_allall_flip_conditionals.m <span style='color:#111;'> 745B </span>","children":null,"spread":false},{"title":"sw_allall_flip_conditionals.c <span style='color:#111;'> 5.15KB </span>","children":null,"spread":false},{"title":"test.m <span style='color:#111;'> 2.55KB </span>","children":null,"spread":false},{"title":"texput.log <span style='color:#111;'> 315B </span>","children":null,"spread":false},{"title":"gibbs_allall_bm.m <span style='color:#111;'> 686B </span>","children":null,"spread":false},{"title":"logsumexp.m <span style='color:#111;'> 576B </span>","children":null,"spread":false},{"title":"test_percolation.c <span style='color:#111;'> 1.85KB </span>","children":null,"spread":false},{"title":"test_distribution.m <span style='color:#111;'> 2.70KB </span>","children":null,"spread":false},{"title":"sw_allall_flip_conditionals.h <span style='color:#111;'> 359B </span>","children":null,"spread":false},{"title":"get_ising_dist.m <span style='color:#111;'> 1.31KB </span>","children":null,"spread":false},{"title":"get_bm_dist.m <span style='color:#111;'> 1.27KB </span>","children":null,"spread":false},{"title":"sw_allall_flip_conditionals.c <span style='color:#111;'> 32B </span>","children":null,"spread":false},{"title":"sample_cond.m <span style='color:#111;'> 173B </span>","children":null,"spread":false},{"title":"runtests <span style='color:#111;'> 145B </span>","children":null,"spread":false},{"title":".htaccess <span style='color:#111;'> 508B </span>","children":null,"spread":false},{"title":"README <span style='color:#111;'> 5.57KB </span>","children":null,"spread":false},{"title":"sw_allall_flip_conditionals.mexglx <span style='color:#111;'> 8.19KB </span>","children":null,"spread":false},{"title":"sw_allall_bm.m <span style='color:#111;'> 2.20KB </span>","children":null,"spread":false},{"title":"lbfgsC.mexmac <span style='color:#111;'> 9.28KB </span>","children":null,"spread":false},{"title":"lbfgsUpdate.m <span style='color:#111;'> 614B </span>","children":null,"spread":false},{"title":"autoHess.m <span style='color:#111;'> 901B </span>","children":null,"spread":false},{"title":"minFunc_processInputOptions.m <span style='color:#111;'> 3.62KB </span>","children":null,"spread":false},{"title":"mcholC.mexw64 <span style='color:#111;'> 12.00KB </span>","children":null,"spread":false},{"title":"ArmijoBacktrack.m <span style='color:#111;'> 3.13KB </span>","children":null,"spread":false},{"title":"conjGrad.m <span style='color:#111;'> 1.80KB </span>","children":null,"spread":false},{"title":"example_minFunc_LR.m <span style='color:#111;'> 1.57KB </span>","children":null,"spread":false},{"title":"precondDiag.m <span style='color:#111;'> 42B </span>","children":null,"spread":false},{"title":"lbfgsC.mexw32 <span style='color:#111;'> 7.00KB </span>","children":null,"spread":false},{"title":"autoHv.m <span style='color:#111;'> 317B </span>","children":null,"spread":false},{"title":"autoGrad.m <span style='color:#111;'> 807B </span>","children":null,"spread":false},{"title":"lbfgsC.mexmaci <span style='color:#111;'> 12.36KB </span>","children":null,"spread":false},{"title":"lbfgsC.c <span style='color:#111;'> 2.35KB </span>","children":null,"spread":false},{"title":"mcholC.mexw32 <span style='color:#111;'> 8.00KB </span>","children":null,"spread":false},{"title":"precondTriuDiag.m <span style='color:#111;'> 60B </span>","children":null,"spread":false},{"title":"autoTensor.m <span style='color:#111;'> 870B </span>","children":null,"spread":false},{"title":"lbfgsC.mexa64 <span style='color:#111;'> 7.53KB </span>","children":null,"spread":false},{"title":"precondTriu.m <span style='color:#111;'> 51B </span>","children":null,"spread":false},{"title":"lbfgsC.mexw64 <span style='color:#111;'> 9.50KB </span>","children":null,"spread":false},{"title":"callOutput.m <span style='color:#111;'> 378B </span>","children":null,"spread":false},{"title":"WolfeLineSearch.m <span style='color:#111;'> 11.13KB </span>","children":null,"spread":false},{"title":"rosenbrock.m <span style='color:#111;'> 1.05KB </span>","children":null,"spread":false},{"title":"lbfgs.m <span style='color:#111;'> 924B </span>","children":null,"spread":false},{"title":"dampedUpdate.m <span style='color:#111;'> 995B </span>","children":null,"spread":false},{"title":"mcholC.mexmaci64 <span style='color:#111;'> 12.88KB </span>","children":null,"spread":false},{"title":"minFunc.m <span style='color:#111;'> 42.04KB </span>","children":null,"spread":false},{"title":"mylogsumexp.m <span style='color:#111;'> 227B </span>","children":null,"spread":false},{"title":"mexutil.c <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false},{"title":"LogisticLoss.m <span style='color:#111;'> 669B </span>","children":null,"spread":false},{"title":"repmatC.dll <span style='color:#111;'> 7.50KB </span>","children":null,"spread":false},{"title":"LogisticHv.m <span style='color:#111;'> 216B </span>","children":null,"spread":false},{"title":"repmatC.mexmac <span style='color:#111;'> 9.77KB </span>","children":null,"spread":false},{"title":"LogisticDiagPrecond.m <span style='color:#111;'> 417B </span>","children":null,"spread":false},{"title":"repmatC.c <span style='color:#111;'> 3.87KB </span>","children":null,"spread":false},{"title":"mexutil.h <span style='color:#111;'> 317B </span>","children":null,"spread":false},{"title":"repmatC.mexglx <span style='color:#111;'> 20.20KB </span>","children":null,"spread":false},{"title":"lbfgsC.mexmaci64 <span style='color:#111;'> 8.59KB </span>","children":null,"spread":false},{"title":"mcholinc.m <span style='color:#111;'> 564B </span>","children":null,"spread":false},{"title":"lbfgsC.mexglx <span style='color:#111;'> 7.55KB </span>","children":null,"spread":false},{"title":"isLegal.m <span style='color:#111;'> 107B </span>","children":null,"spread":false},{"title":"taylorModel.m <span style='color:#111;'> 677B </span>","children":null,"spread":false},{"title":"example_minFunc.m <span style='color:#111;'> 2.36KB </span>","children":null,"spread":false},{"title":"polyinterp.m <span style='color:#111;'> 4.12KB </span>","children":null,"spread":false},{"title":"mchol.m <span style='color:#111;'> 1.26KB </span>","children":null,"spread":false},{"title":"mcholC.c <span style='color:#111;'> 4.09KB </span>","children":null,"spread":false},{"title":"MPF_Ising_objective.tex <span style='color:#111;'> 7.85KB </span>","children":null,"spread":false},{"title":"sigmoid.m <span style='color:#111;'> 105B </span>","children":null,"spread":false},{"title":"MPF_Ising_objective.pdf <span style='color:#111;'> 121.82KB </span>","children":null,"spread":false},{"title":"L_dL_ising.m <span style='color:#111;'> 1.70KB </span>","children":null,"spread":false},{"title":"E_ising.m <span style='color:#111;'> 233B </span>","children":null,"spread":false},{"title":"K_dK_ising.m <span style='color:#111;'> 1.46KB </span>","children":null,"spread":false},{"title":"sample_ising.m <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"runme_ising.m <span style='color:#111;'> 4.31KB </span>","children":null,"spread":false},{"title":"startup.m <span style='color:#111;'> 35B </span>","children":null,"spread":false},{"title":"README <span style='color:#111;'> 117B </span>","children":null,"spread":false},{"title":"K_dK_ising_allbitflipextension.m <span style='color:#111;'> 2.61KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多,未全部展示</span>","children":null,"spread":false}],"spread":true}]

评论信息

免责申明

【只为小站】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【只为小站】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,zhiweidada#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明