From 221352a71ac8e3d6eb1ff26d462c4e191e9a6cb0 Mon Sep 17 00:00:00 2001 From: jessegrabowski Date: Tue, 13 Aug 2024 01:03:42 +0800 Subject: [PATCH 1/7] implement earnings-height model in pymc --- .../models/pymc/earnings-earn_height.py | 37 ++++++++++++++++++ .../eight_schools_noncentered.py | 0 .../draws/earnings-earn_height.pymc.json.zip | Bin 0 -> 391997 bytes .../info/earnings-earn_height.pymc.info.json | 1 + .../mean/mean/mean_summary.json | 1 + 5 files changed, 39 insertions(+) create mode 100644 posterior_database/models/pymc/earnings-earn_height.py rename posterior_database/models/{pymc3 => pymc}/eight_schools_noncentered.py (100%) create mode 100644 posterior_database/reference_posteriors/draws/draws/earnings-earn_height.pymc.json.zip create mode 100644 posterior_database/reference_posteriors/draws/info/earnings-earn_height.pymc.info.json create mode 100644 posterior_database/reference_posteriors/summary_statistics/mean/mean/mean_summary.json diff --git a/posterior_database/models/pymc/earnings-earn_height.py b/posterior_database/models/pymc/earnings-earn_height.py new file mode 100644 index 00000000..f8d24960 --- /dev/null +++ b/posterior_database/models/pymc/earnings-earn_height.py @@ -0,0 +1,37 @@ + +import pymc as pm +import pandas as pd +from zipfile import ZipFile +import json + +# Load data +zip_file = ZipFile('posterior_database/data/data/earnings.json.zip', 'r') +data = json.loads(zip_file.read('earnings.json')) +N = data.pop('N') +df = pd.DataFrame(data) + +sampler_config = { + "chains": 10, + "draws": 2000, + "tune": 1000, + "random_seed": 8675309, +} + + +# Define PyMC Model +coords = { + 'obs_idx': df.index, + 'feature': ['intercept', 'height'] +} + +with pm.Model(coords=coords) as earn_height: + earn = pm.Data('earn', df['earn'], dims=['obs_idx']) + height = pm.Data('height', df['height'], dims=['obs_idx']) + + beta = pm.Flat('beta', dims=['feature']) + mu = beta[0] + beta[1] * height + + sigma = pm.HalfFlat('sigma') + earn_hat = pm.Normal('earn_hat', mu=mu, sigma=sigma, observed=earn, dims=['obs_idx']) + + idata = pm.sample(**sampler_config) diff --git a/posterior_database/models/pymc3/eight_schools_noncentered.py b/posterior_database/models/pymc/eight_schools_noncentered.py similarity index 100% rename from posterior_database/models/pymc3/eight_schools_noncentered.py rename to posterior_database/models/pymc/eight_schools_noncentered.py diff --git a/posterior_database/reference_posteriors/draws/draws/earnings-earn_height.pymc.json.zip b/posterior_database/reference_posteriors/draws/draws/earnings-earn_height.pymc.json.zip new file mode 100644 index 0000000000000000000000000000000000000000..a11ed75dc5083ef4cbb747c09e7dba523662440c GIT binary patch literal 391997 zcma&v%dV_la-C-hmY|k)-ru|HHrdpZ;0@`PcvIfBfJ7%YXZ?|NWo; zzyI=|_5c27*Z$q#{NMlZcmMFW|MF@u~umA9m|M4IG z^I!hs-~H|1|IJ_iuYd8^e|`OVyk1}5@8|XPzFl8G-_O7Li|fzxa{0QxpU=zV{rGv@ 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z${Ox|U8ojW+Yh3Yt>dDb2U|M5LVqS{XAv_3!N7fvDSQHE_Y0MV{2vRpq) z1k=FmCXbPLG*o{<482ZIKTuz;>Lgwt0j6#?v#B5dwaj{-X9NAgwWRfm^2JJX<=^1Z4rn97Y9O5oU0 zqSF#okNz4d$kRyrbX155a{8+V{NvboCn>5bB0zM%Y1h!(Yncd`E+r&+X(Bl#@nwlH zvWI3W&1kN05j}-+)yRYBXa18fY{QBusCB8NU zp;l~HveS4Oy`6Lgu?c2*q{<%*($FU*~;lP z*j1V~KX}_!LuqRYR@Kwkr;4{?8Vn$kN;2I*WEEcN@jk#L@X{w+pI%tBYw8=KJ#VWt zTnntN#FqvNfHj}Nb)fwICiy0rc>%qZ-MtMyksVmn(yh3K_!FUn?x1N3`0_s)4s>8M zJUJ{yIy*C|{<6oN|43wHI*YM2$Z_RRVvB0L3$3z}zQAa-gV+;5d{qYPnN5wIm8k!D+lJ1zg#NeniATDfV;qSTR)75Rsfk*O+__+u4st= yE0FwQ8A4oU;XT^`Fwjf-e?pozv1^H8 Date: Fri, 16 Jan 2026 11:31:32 +0100 Subject: [PATCH 2/7] Removing data dependence and sampling from model object --- .../models/pymc/earnings-earn_height.py | 50 +++++++------------ 1 file changed, 18 insertions(+), 32 deletions(-) diff --git a/posterior_database/models/pymc/earnings-earn_height.py b/posterior_database/models/pymc/earnings-earn_height.py index f8d24960..45fb92d6 100644 --- a/posterior_database/models/pymc/earnings-earn_height.py +++ b/posterior_database/models/pymc/earnings-earn_height.py @@ -1,37 +1,23 @@ - +import numpy as np import pymc as pm -import pandas as pd -from zipfile import ZipFile -import json - -# Load data -zip_file = ZipFile('posterior_database/data/data/earnings.json.zip', 'r') -data = json.loads(zip_file.read('earnings.json')) -N = data.pop('N') -df = pd.DataFrame(data) - -sampler_config = { - "chains": 10, - "draws": 2000, - "tune": 1000, - "random_seed": 8675309, -} +def model(data): -# Define PyMC Model -coords = { - 'obs_idx': df.index, - 'feature': ['intercept', 'height'] -} - -with pm.Model(coords=coords) as earn_height: - earn = pm.Data('earn', df['earn'], dims=['obs_idx']) - height = pm.Data('height', df['height'], dims=['obs_idx']) - - beta = pm.Flat('beta', dims=['feature']) - mu = beta[0] + beta[1] * height + # Define PyMC Model + coords = { + 'obs_idx': np.arange(data["N"]), + 'feature': ['intercept', 'height'] + } - sigma = pm.HalfFlat('sigma') - earn_hat = pm.Normal('earn_hat', mu=mu, sigma=sigma, observed=earn, dims=['obs_idx']) + with pm.Model(coords=coords) as earn_height: + N = pm.Data("N", data["N"]) + earn = pm.Data('earn', data['earn'], dims=['obs_idx']) + height = pm.Data('height', data['height'], dims=['obs_idx']) + + beta = pm.Flat('beta', dims=['feature']) + mu = beta[0] + beta[1] * height + + sigma = pm.HalfFlat('sigma') + earn_hat = pm.Normal('earn_hat', mu=mu, sigma=sigma, observed=earn, dims=['obs_idx']) - idata = pm.sample(**sampler_config) + return earn_height \ No newline at end of file From 7cac3c52311d9b8730e39d00145ccf4793d0f105 Mon Sep 17 00:00:00 2001 From: JTorgander <55882444+JTorgander@users.noreply.github.com> Date: Fri, 16 Jan 2026 11:43:32 +0100 Subject: [PATCH 3/7] Removing extra files --- .../draws/earnings-earn_height.pymc.json.zip | Bin 391997 -> 0 bytes .../info/earnings-earn_height.pymc.info.json | 1 - .../mean/mean/mean_summary.json | 1 - 3 files changed, 2 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z${Ox|U8ojW+Yh3Yt>dDb2U|M5LVqS{XAv_3!N7fvDSQHE_Y0MV{2vRpq) z1k=FmCXbPLG*o{<482ZIKTuz;>Lgwt0j6#?v#B5dwaj{-X9NAgwWRfm^2JJX<=^1Z4rn97Y9O5oU0 zqSF#okNz4d$kRyrbX155a{8+V{NvboCn>5bB0zM%Y1h!(Yncd`E+r&+X(Bl#@nwlH zvWI3W&1kN05j}-+)yRYBXa18fY{QBusCB8NU zp;l~HveS4Oy`6Lgu?c2*q{<%*($FU*~;lP z*j1V~KX}_!LuqRYR@Kwkr;4{?8Vn$kN;2I*WEEcN@jk#L@X{w+pI%tBYw8=KJ#VWt zTnntN#FqvNfHj}Nb)fwICiy0rc>%qZ-MtMyksVmn(yh3K_!FUn?x1N3`0_s)4s>8M zJUJ{yIy*C|{<6oN|43wHI*YM2$Z_RRVvB0L3$3z}zQAa-gV+;5d{qYPnN5wIm8k!D+lJ1zg#NeniATDfV;qSTR)75Rsfk*O+__+u4st= yE0FwQ8A4oU;XT^`Fwjf-e?pozv1^H8 Date: Fri, 16 Jan 2026 11:49:03 +0100 Subject: [PATCH 4/7] Removes extra file --- .../models/pymc/eight_schools_noncentered.py | 18 ------------------ 1 file changed, 18 deletions(-) delete mode 100644 posterior_database/models/pymc/eight_schools_noncentered.py diff --git a/posterior_database/models/pymc/eight_schools_noncentered.py b/posterior_database/models/pymc/eight_schools_noncentered.py deleted file mode 100644 index 91b6c611..00000000 --- a/posterior_database/models/pymc/eight_schools_noncentered.py +++ /dev/null @@ -1,18 +0,0 @@ -import numpy as np -import pymc3 as pm3 - - -def model(data): - J = data["J"] # number of schools - y_obs = np.array(data["y"]) # estimated treatment - sigma = np.array(data["sigma"]) # std of estimated effect - with pm3.Model() as pymc_model: - - mu = pm3.Normal( - "mu", mu=0, sd=5 - ) # hyper-parameter of mean, non-informative prior - tau = pm3.Cauchy("tau", alpha=0, beta=5) # hyper-parameter of sd - theta_trans = pm3.Normal("theta_trans", mu=0, sd=1, shape=J) - theta = mu + tau * theta_trans - y = pm3.Normal("y", mu=theta, sd=sigma, observed=y_obs) - return pymc_model From d13ec1849caca0c1e5ff8e4208e4da453b7a5ba8 Mon Sep 17 00:00:00 2001 From: JTorgander <55882444+JTorgander@users.noreply.github.com> Date: Fri, 16 Jan 2026 11:52:38 +0100 Subject: [PATCH 5/7] Restoring pymc3 folder --- .../models/pymc3/eight_schools_noncentered.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 posterior_database/models/pymc3/eight_schools_noncentered.py diff --git a/posterior_database/models/pymc3/eight_schools_noncentered.py b/posterior_database/models/pymc3/eight_schools_noncentered.py new file mode 100644 index 00000000..91b6c611 --- /dev/null +++ b/posterior_database/models/pymc3/eight_schools_noncentered.py @@ -0,0 +1,18 @@ +import numpy as np +import pymc3 as pm3 + + +def model(data): + J = data["J"] # number of schools + y_obs = np.array(data["y"]) # estimated treatment + sigma = np.array(data["sigma"]) # std of estimated effect + with pm3.Model() as pymc_model: + + mu = pm3.Normal( + "mu", mu=0, sd=5 + ) # hyper-parameter of mean, non-informative prior + tau = pm3.Cauchy("tau", alpha=0, beta=5) # hyper-parameter of sd + theta_trans = pm3.Normal("theta_trans", mu=0, sd=1, shape=J) + theta = mu + tau * theta_trans + y = pm3.Normal("y", mu=theta, sd=sigma, observed=y_obs) + return pymc_model From 56a1f075578d114674f2388dceb6fa56f06044ff Mon Sep 17 00:00:00 2001 From: JTorgander <55882444+JTorgander@users.noreply.github.com> Date: Mon, 9 Feb 2026 11:34:22 +0100 Subject: [PATCH 6/7] renaming pymc model file --- .../models/pymc/{earnings-earn_height.py => earn_height.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename posterior_database/models/pymc/{earnings-earn_height.py => earn_height.py} (100%) diff --git a/posterior_database/models/pymc/earnings-earn_height.py b/posterior_database/models/pymc/earn_height.py similarity index 100% rename from posterior_database/models/pymc/earnings-earn_height.py rename to posterior_database/models/pymc/earn_height.py From 48894556e103c0b34bee2a42195cd20c55820211 Mon Sep 17 00:00:00 2001 From: JTorgander <55882444+JTorgander@users.noreply.github.com> Date: Mon, 9 Feb 2026 11:35:20 +0100 Subject: [PATCH 7/7] Updates model info file --- posterior_database/models/info/earn_height.info.json | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/posterior_database/models/info/earn_height.info.json b/posterior_database/models/info/earn_height.info.json index 344e740f..1d4456a6 100644 --- a/posterior_database/models/info/earn_height.info.json +++ b/posterior_database/models/info/earn_height.info.json @@ -11,6 +11,10 @@ "stan": { "model_code": "models/stan/earn_height.stan", "stan_version": ">=2.26.0" + }, + "pymc": { + "model_code": "models/pymc/earn_height.py", + "pymc_version": ">=5.16.2" } }, "references": "gelman2006data",