particles:python中的顺序蒙特卡洛
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2021-05-14
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particles-master.zip （95个子文件） 
particles-master 
_config.yml 25B .gitignore 102B README.md 3KB INSTALL 3KB docs source core.rst 218B utils.rst 201B tutorials.rst 752B get_started.rst 1KB resampling.rst 469B conf.py 9KB nested.rst 226B qmc.rst 199B collectors.rst 296B installation.rst 54B hilbert.rst 192B index.rst 1KB datasets.rst 389B smoothing.rst 280B modules.rst 308B ParticleHistory.rst 512B hmm.rst 216B smc_samplers.rst 311B features.rst 1011B overview.rst 79B distributions.rst 484B mcmc.rst 251B notebooks basic_tutorial.ipynb 193KB Defining_Feynman-Kac_models_manually.ipynb 60KB variance_estimation.ipynb 474KB advanced_tutorial_ssm.ipynb 224KB SMC_samplers_tutorial.ipynb 79KB Bayes_estimation_ssm.ipynb 238KB kalman.rst 274B state_space_models.rst 444B variance_estimators.rst 299B Makefile 7KB LICENSE 1KB particles hilbert.py 10KB smc_samplers.py 27KB nested.py 8KB distributions.py 30KB datasets.py 9KB datasets pima-indians-diabetes.data 23KB
nutria.txt 3KB sonar.all-data 86KB boston_house_prices.csv 34KB eeg_eye_state.data 1.62MB GBP_vs_USD_9798.txt 23KB thaldata.csv 6KB mcmc.py 16KB kalman.py 17KB smoothing.py 21KB utils.py 8KB hmm.py 9KB __init__.py 74B core.py 19KB variance_estimators.py 6KB state_space_models.py 21KB qmc.py 2KB resampling.py 16KB collectors.py 13KB CONTRIBUTING.md 505B book pmcmc pgibbs_ecological.py 7KB pmmh_lingauss.py 6KB pmmh_biased_lingauss.py 5KB simulated_linGauss_T100_varX1_varY.04_rho.9.txt 2KB pmmh_cost.py 2KB pmmh_lingauss_varying_scale.py 3KB sqmc sqmc_gordon.py 2KB sqmc_as_dim_grows.py 3KB mcmc compare_mcmc_samplers_stochvol.py 8KB resampling compare_tv_distance_resampling.py 2KB compare_cpu_time_resampling.py 3KB smoothing plot_genealogy.py 1KB offline_smoothing.py 5KB online_smoothing.py 5KB smc_samplers logistic_reg.py 7KB smc2 smc2_stochvol_leverage.py 5KB kalman check_kalman.py 3KB mle mle_neuro.py 7KB hurzeler_kunsch.py 2KB contour_loglik_ecological.py 2KB variability_loglik_estimates.py 3KB contour_loglik_stochvol.py 2KB compare_smc_sqmc_malik_and_pitt.py 2KB malikpitt_interpolation.py 2KB simulated_data_ecological.txt 2KB filtering comparing_bootstrap_guided_apf_stochvol.py 3KB adaptive_resampling.py 2KB comparing_bootstrap_guided_apf_lingauss.py 3KB neurodecoding.py 8KB src LowDiscrepancy.f 85KB requirements.txt 49B setup.py 2KB CHANGELOG 623B资源评论
