From 8446da628b39ee952bf3ef3815feda387a40d947 Mon Sep 17 00:00:00 2001 From: mzwiessele Date: Sun, 2 Sep 2018 19:07:23 +0100 Subject: [PATCH] fix: samples tests and plotting, multioutput --- GPy/core/gp.py | 5 +++-- GPy/plotting/gpy_plot/gp_plots.py | 4 ++-- GPy/plotting/gpy_plot/plot_util.py | 11 ++++------- .../baseline/bayesian_gplvm_gradient.npz | Bin 7364 -> 10155 bytes .../baseline/bayesian_gplvm_inducing.npz | Bin 1318 -> 2233 bytes .../baseline/bayesian_gplvm_inducing_3d.npz | Bin 2944 -> 2693 bytes .../baseline/bayesian_gplvm_latent.npz | Bin 33041 -> 35834 bytes .../baseline/bayesian_gplvm_latent_3d.npz | Bin 10788 -> 10562 bytes .../baseline/bayesian_gplvm_magnification.npz | Bin 33854 -> 36631 bytes GPy/testing/baseline/coverage_3d_plot.npz | Bin 434 -> 4599 bytes .../baseline/coverage_annotation_interact.npz | Bin 26140 -> 434 bytes GPy/testing/baseline/coverage_gradient.npz | Bin 228 -> 7183 bytes .../baseline/coverage_imshow_interact.npz | Bin 26134 -> 228 bytes GPy/testing/baseline/gp_2d_data.npz | Bin 2727 -> 3031 bytes GPy/testing/baseline/gp_2d_in_error.npz | Bin 44226 -> 45614 bytes GPy/testing/baseline/gp_2d_inducing.npz | Bin 1319 -> 2233 bytes GPy/testing/baseline/gp_2d_mean.npz | Bin 74257 -> 84189 bytes GPy/testing/baseline/gp_3d_data.npz | Bin 5135 -> 4257 bytes GPy/testing/baseline/gp_3d_inducing.npz | Bin 3275 -> 2702 bytes GPy/testing/baseline/gp_3d_mean.npz | Bin 44684 -> 6672 bytes GPy/testing/baseline/gp_class_likelihood.npz | Bin 39919 -> 60052 bytes GPy/testing/baseline/gp_class_raw.npz | Bin 45084 -> 77997 bytes GPy/testing/baseline/gp_class_raw_link.npz | Bin 46053 -> 79655 bytes GPy/testing/baseline/gp_conf.npz | Bin 12472 -> 13172 bytes GPy/testing/baseline/gp_data.npz | Bin 1572 -> 2489 bytes GPy/testing/baseline/gp_density.npz | Bin 761022 -> 761982 bytes GPy/testing/baseline/gp_in_error.npz | Bin 22116 -> 22813 bytes GPy/testing/baseline/gp_mean.npz | Bin 10462 -> 10477 bytes GPy/testing/baseline/gp_out_error.npz | Bin 22160 -> 22855 bytes GPy/testing/baseline/gp_samples.npz | Bin 31437 -> 31471 bytes GPy/testing/baseline/gplvm_gradient.npz | Bin 7354 -> 10143 bytes GPy/testing/baseline/gplvm_latent.npz | Bin 33458 -> 36261 bytes GPy/testing/baseline/gplvm_latent_3d.npz | Bin 10793 -> 10562 bytes GPy/testing/baseline/gplvm_magnification.npz | Bin 33484 -> 36284 bytes GPy/testing/baseline/kern_ARD.npz | Bin 15212 -> 15212 bytes GPy/testing/baseline/kern_cov_1d.npz | Bin 8030 -> 8035 bytes GPy/testing/baseline/kern_cov_2d.npz | Bin 41779 -> 51553 bytes GPy/testing/baseline/kern_cov_3d.npz | Bin 43566 -> 5662 bytes GPy/testing/baseline/kern_cov_no_lim.npz | Bin 38473 -> 48223 bytes .../baseline/sparse_gp_class_likelihood.npz | Bin 19577 -> 22078 bytes GPy/testing/baseline/sparse_gp_class_raw.npz | Bin 55427 -> 55898 bytes .../baseline/sparse_gp_class_raw_link.npz | Bin 56242 -> 58743 bytes GPy/testing/baseline/sparse_gp_data_error.npz | Bin 23674 -> 25292 bytes GPy/testing/plotting_tests.py | 8 ++++---- appveyor.yml | 4 ++-- 45 files changed, 15 insertions(+), 17 deletions(-) diff --git a/GPy/core/gp.py b/GPy/core/gp.py index 977882ac..1e2e3611 100644 --- a/GPy/core/gp.py +++ b/GPy/core/gp.py @@ -578,7 +578,7 @@ class GP(Model): mag[n] = np.sqrt(np.linalg.det(G[n, :, :])) return mag - def posterior_samples_f(self,X, size=10, **predict_kwargs): + def posterior_samples_f(self,X, size=10, **predict_kwargs): """ Samples the posterior GP at the points X. @@ -589,7 +589,8 @@ class GP(Model): :returns: set of simulations :rtype: np.ndarray (Nnew x D x samples) """ - m, v = self._raw_predict(X, full_cov=True, **predict_kwargs) + predict_kwargs["full_cov"] = True # Always use the full covariance for posterior samples. + m, v = self._raw_predict(X, **predict_kwargs) if self.normalizer is not None: m, v = self.normalizer.inverse_mean(m), self.normalizer.inverse_variance(v) diff --git a/GPy/plotting/gpy_plot/gp_plots.py b/GPy/plotting/gpy_plot/gp_plots.py index a12fc858..202ccfe7 100644 --- a/GPy/plotting/gpy_plot/gp_plots.py +++ b/GPy/plotting/gpy_plot/gp_plots.py @@ -208,10 +208,10 @@ def _plot_samples(self, canvas, helper_data, helper_prediction, projection, if len(free_dims)==1: # 1D plotting: update_not_existing_kwargs(kwargs, pl().defaults.samples_1d) # @UndefinedVariable - plots = [pl().plot(canvas, Xgrid[:, free_dims], samples[:, s], label=label if s==0 else None, **kwargs) for s in range(samples.shape[-1])] + plots = [pl().plot(canvas, Xgrid[:, free_dims], samples[:, :, s], label=label if s==0 else None, **kwargs) for s in range(samples.shape[-1])] elif len(free_dims)==2 and projection=='3d': update_not_existing_kwargs(kwargs, pl().defaults.samples_3d) # @UndefinedVariable - plots = [pl().surface(canvas, x, y, samples[:, s].reshape(resolution, resolution), **kwargs) for s in range(samples.shape[-1])] + plots = [pl().surface(canvas, x, y, samples[:, :, s].reshape(resolution, resolution), **kwargs) for s in range(samples.shape[-1])] else: pass # Nothing to plot! return dict(gpmean=plots) diff --git a/GPy/plotting/gpy_plot/plot_util.py b/GPy/plotting/gpy_plot/plot_util.py index 7bd1723f..96a1db42 100644 --- a/GPy/plotting/gpy_plot/plot_util.py +++ b/GPy/plotting/gpy_plot/plot_util.py @@ -81,8 +81,8 @@ def helper_predict_with_model(self, Xgrid, plot_raw, apply_link, percentiles, wh else: percentiles = [] if samples > 0: - fsamples = self.posterior_samples(Xgrid, full_cov=True, size=samples, **predict_kw) - fsamples = fsamples[which_data_ycols] if fsamples.ndim == 3 else fsamples + fsamples = self.posterior_samples(Xgrid, size=samples, **predict_kw) + fsamples = fsamples[:, which_data_ycols, :] else: fsamples = None @@ -95,12 +95,9 @@ def helper_predict_with_model(self, Xgrid, plot_raw, apply_link, percentiles, wh retmu[:, [i]] = self.likelihood.gp_link.transf(mu[:, [i]]) for perc in percs: perc[:, [i]] = self.likelihood.gp_link.transf(perc[:, [i]]) - if fsamples is not None and fsamples.ndim == 3: + if fsamples is not None: for s in range(fsamples.shape[-1]): - fsamples[i, :, s] = self.likelihood.gp_link.transf(fsamples[i, :, s]) - elif fsamples is not None: - for s in range(fsamples.shape[-1]): - fsamples[:, s] = self.likelihood.gp_link.transf(fsamples[:, s]) + fsamples[:, i, s] = self.likelihood.gp_link.transf(fsamples[:, i, s]) return retmu, percs, fsamples def helper_for_plot_data(self, X, plot_limits, visible_dims, fixed_inputs, resolution): diff --git a/GPy/testing/baseline/bayesian_gplvm_gradient.npz b/GPy/testing/baseline/bayesian_gplvm_gradient.npz index 37c46b7a8d5eba83765407a6de948929ac8711d6..1aca64d4689b632977da19c35d320597301cd2b6 100644 GIT binary patch literal 10155 zcmd6sc|6qX+s7@LjD24+b|KlbWr>hvUqWaw7(0_CWXn$WJ!RjOrLxB%``*Z!$Szw5 zW#69B@7GcD9L{+<&pEHg>wYo+eCF+Yf9ASA_kF3zqn{x`K|#SpEP9kmK2G~X;vvn zj?ziIooSPmsuyjXTbPlW9H)O%Ehe5kML#AAi^xg7^MVpa5VoS9lokjOT*^^G^k^RHm|w#0@Q-EIr_o!&i6X!oev@<%K*h zG8*xBR5j^u6E;i@+3gU+GM;iV9=yc+00XFKZ>q}bz)7lH2s|5_I`=}r) 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SkipTest @@ -367,13 +367,13 @@ def test_classification(): m = GPy.models.GPClassification(X, Y>Y.mean()) #m.optimize() _, ax = plt.subplots() - m.plot(plot_raw=False, apply_link=False, ax=ax) + m.plot(plot_raw=False, apply_link=False, ax=ax, samples=3) m.plot_errorbars_trainset(plot_raw=False, apply_link=False, ax=ax) _, ax = plt.subplots() - m.plot(plot_raw=True, apply_link=False, ax=ax) + m.plot(plot_raw=True, apply_link=False, ax=ax, samples=3) m.plot_errorbars_trainset(plot_raw=True, apply_link=False, ax=ax) _, ax = plt.subplots() - m.plot(plot_raw=True, apply_link=True, ax=ax) + m.plot(plot_raw=True, apply_link=True, ax=ax, samples=3) m.plot_errorbars_trainset(plot_raw=True, apply_link=True, ax=ax) for do_test in _image_comparison(baseline_images=['gp_class_{}'.format(sub) for sub in ["likelihood", "raw", 'raw_link']], extensions=extensions): yield (do_test, ) diff --git a/appveyor.yml b/appveyor.yml index 2d1aca22..5a51d782 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -11,8 +11,8 @@ environment: MINICONDA: C:\Miniconda35-x64 - PYTHON_VERSION: 3.6 MINICONDA: C:\Miniconda36-x64 - - PYTHON_VERSION: 3.7 - MINICONDA: C:\Miniconda36-x64 +# - PYTHON_VERSION: 3.7 +# MINICONDA: C:\Miniconda36-x64 #configuration: # - Debug

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