mono-gaussian-processes:单调和单峰高斯过程的Stan模拟
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2021-05-02
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mono-gaussian-processes-master.zip （75个子文件） 
mono-gaussian-processes-master Unimodality with GP Fig 
Wed Feb 7 17:10:36 2018 Input data points.png 41KB Wed Feb 7 19:20:43 2018 Posterior.png 179KB
GP with support GP parameters.ipynb 277KB Unimodality Fig Wed Feb 7 15:15:29 2018 Posterior.png 129KB Tue Feb 6 11:20:09 2018 Input data points.png 34KB GP with Unimodality.ipynb 276KB suppGP_inducing_vs_fit_20_points.png 134KB Report 
main.pdf 219KB images monotonicity.png 43KB err_curve.png 43KB err_curve_inp.png 23KB suppGP_psuedo_vs_fit.png 141KB jmlr2e.sty 13KB main.tex 4KB
main.synctex.gz 27KB code plot gen .ipynb_checkpoints Data generation.-checkpoint.ipynb 334KB Monotonicity fig1-checkpoint.ipynb 77KB Monotonicity fig1.ipynb 78KB monotonicity.png 43KB Data generation..ipynb 334KB main.out 451B main.bbl 928B main.blg 977B texfiles experiments.tex 772B unimodality.log 35KB unimodality.tex 1KB related.log 110KB introduction.tex 622B experiments.log 26KB conclusion.tex 0B related.tex 3KB introduction.log 21KB references.bib~ 820B Stan files pkl_cache cached-model-43bdf376c711dbb8f6f88f8d939882be.pkl 1.9MB cached-model-5eb1655de0bca0c2dd89be71762dc63c.pkl 1.87MB cached-model-4fb8747d9cf8a1969899a84b7886e522.pkl 1.92MB cached-model-873d47ebbc45f3f993d47baaef9335a8.pkl 1.92MB cached-model-fed72166259f1b5a22564d7e87fca81a.pkl 1.83MB cached-model-8cac49cc7c22c80f62217463ffdc6101.pkl 1.87MB main.log 16KB main.aux 2KB texput.log 750B references.bib 1KB f.npy 608B Data generation..ipynb 238KB Unimodality with GP with linear mean function Fig Thu Feb 8 11:55:24 2018 Input data points.png 42KB Thu Feb 8 16:57:54 2018 Posterior.png 179KB GP with support GP with linear mean function.ipynb 283KB y.npy 608B README.md 89B x.npy 608B Error Curve.png 63KB Input.png 14KB Triton job.sh 351B Triton Readme.md 0B Input distribution.png 17KB error_curves.png 34KB err_curve.py 4KB run_parallel.sh 315B Stan files prior with support GP with linear mean.stan 3KB prior uni.stan 2KB prior.stan 1013B prior mono.stan 2KB posterior with support GP.stan 3KB posterior mono.stan 2KB posterior.stan 1KB posterior uni.stan 2KB posterior with support GP with linear mean.stan 3KB prior with support GP.stan 3KB Monotonicity Fig Input Sun Feb 4 00:34:53 2018.png 37KB Prior Sun Feb 4 00:33:11 2018.png 213KB Sun Feb 4 00:50:49 2018 Posterior.png 179KB GP with monotonicity constraint.ipynb 441KB Training points 20.png 6KB Error vs inducing points - 20 datapoints.png 14KB
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