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z^wJVw?nqW-wQqV_yE0y$yWyP%&Z)W{usuMnU{Y=3x_j$MV#$48;MT;K)tAxuAG7s_ q3t(CQCKTWf+!XHk@c#mdxbHjw diff --git a/examples/ar2.py b/examples/ar2.py index 488dd6f17..3721a4235 100644 --- a/examples/ar2.py +++ b/examples/ar2.py @@ -38,6 +38,8 @@ from jax import random import jax.numpy as jnp +import matplotlib.pyplot as plt + import numpyro from numpyro.contrib.control_flow import scan import numpyro.distributions as dist @@ -54,13 +56,15 @@ def transition(carry, _): m_t = const + alpha_1 * y_prev + alpha_2 * y_prev_prev y_t = numpyro.sample("y", dist.Normal(m_t, sigma)) carry = (y_t, y_prev) - return carry, None + return carry, y_t timesteps = jnp.arange(y.shape[0] - 2) init = (y[1], y[0]) with numpyro.handlers.condition(data={"y": y[2:]}): - scan(transition, init, timesteps) + _, mu = scan(transition, init, timesteps) + + numpyro.deterministic("mu", mu) def ar2_for_loop(y): @@ -110,7 +114,24 @@ def main(args): # faster model = ar2_scan - run_inference(model, args, rng_key, y) + samples = run_inference(model, args, rng_key, y) + + # do prediction + mean_prediction = samples["mu"].mean(axis=0) + + # make plots + fig, ax = plt.subplots(figsize=(8, 6), constrained_layout=True) + + # plot training data + ax.plot(t, y, color="blue", label="True values") + # plot mean prediction + # note that we can't make predictions for the first two points, + # because they don't have lagged values to use for prediction. + ax.plot(t[2:], mean_prediction, color="orange", label="Mean predictions") + ax.set(xlabel="time", ylabel="y", title="AR2 process") + ax.legend() + + plt.savefig("ar2.png") if __name__ == "__main__": From c99f7ec5cf1fbf269b0ee456702fd72635169935 Mon Sep 17 00:00:00 2001 From: Damon Bayer Date: Mon, 17 Jun 2024 21:48:09 -0500 Subject: [PATCH 2/5] use m_t for plot --- docs/source/_static/img/examples/ar2.png | Bin 120225 -> 118072 bytes examples/ar2.py | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/_static/img/examples/ar2.png 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12bf088eeafcfc984eae359d2bbb1779e818d76a Mon Sep 17 00:00:00 2001 From: Damon Bayer Date: Tue, 18 Jun 2024 07:43:16 -0500 Subject: [PATCH 3/5] make pre-commit happy --- examples/ar2.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/ar2.py b/examples/ar2.py index b5c19b183..e1dad2f89 100644 --- a/examples/ar2.py +++ b/examples/ar2.py @@ -34,12 +34,12 @@ import os import time +import matplotlib.pyplot as plt + import jax from jax import random import jax.numpy as jnp -import matplotlib.pyplot as plt - import numpyro from numpyro.contrib.control_flow import scan import numpyro.distributions as dist From 17821d1a4c816a4476d1eb1eea03e1a688725dbc Mon Sep 17 00:00:00 2001 From: Damon Bayer Date: Tue, 18 Jun 2024 08:49:09 -0500 Subject: [PATCH 4/5] implement mean tracking for loop version --- examples/ar2.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/examples/ar2.py b/examples/ar2.py index e1dad2f89..744d8925e 100644 --- a/examples/ar2.py +++ b/examples/ar2.py @@ -64,8 +64,6 @@ def transition(carry, _): with numpyro.handlers.condition(data={"y": y[2:]}): _, mu = scan(transition, init, timesteps) - numpyro.deterministic("mu", mu) - def ar2_for_loop(y): alpha_1 = numpyro.sample("alpha_1", dist.Normal(0, 1)) @@ -75,13 +73,16 @@ def ar2_for_loop(y): y_prev = y[1] y_prev_prev = y[0] - + mu = [] for i in range(2, len(y)): m_t = const + alpha_1 * y_prev + alpha_2 * y_prev_prev + mu.append(m_t) y_t = numpyro.sample("y_{}".format(i), dist.Normal(m_t, sigma), obs=y[i]) y_prev_prev = y_prev y_prev = y_t + numpyro.deterministic("mu", jnp.asarray(mu)) + def run_inference(model, args, rng_key, y): start = time.time() From 8ebbaa7bf4a072c2fd4e60ef0eaef3abfad6795e Mon Sep 17 00:00:00 2001 From: Damon Bayer Date: Tue, 18 Jun 2024 09:43:00 -0500 Subject: [PATCH 5/5] restore mean tracking in scan version --- examples/ar2.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/examples/ar2.py b/examples/ar2.py index 744d8925e..b6f0e737a 100644 --- a/examples/ar2.py +++ b/examples/ar2.py @@ -64,6 +64,8 @@ def transition(carry, _): with numpyro.handlers.condition(data={"y": y[2:]}): _, mu = scan(transition, init, timesteps) + numpyro.deterministic("mu", mu) + def ar2_for_loop(y): alpha_1 = numpyro.sample("alpha_1", dist.Normal(0, 1))