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rewritten dim_reduction demo to match new style of getters and setters
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@ -207,7 +207,7 @@ def bgplvm_simulation(burnin='scg', plot_sim=False,
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# cstr = 'X_variance'
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# m.unconstrain(cstr), m.constrain_bounded(cstr, 1e-3, 1.)
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m.set('X_var', np.ones(N * Q) * .5 + np.random.randn(N * Q) * .01)
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m['X_var'] = np.ones(N * Q) * .5 + np.random.randn(N * Q) * .01
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# cstr = "iip"
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# m.unconstrain(cstr); m.constrain_fixed(cstr)
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