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author | Hicham Janati <hicham.janati@inria.fr> | 2019-08-28 15:47:52 +0200 |
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committer | Hicham Janati <hicham.janati@inria.fr> | 2019-08-28 15:47:52 +0200 |
commit | f4e8523c92a96d061040e3f25037e129d67a2d94 (patch) | |
tree | 9a2c94cb86f78c306f2039add3cf7efb499d3f6c | |
parent | 7f4af32c70452ff12fa8c15dea317c14d3d97878 (diff) |
fix empirical sinkhorn doc-example
-rw-r--r-- | ot/bregman.py | 16 |
1 files changed, 8 insertions, 8 deletions
diff --git a/ot/bregman.py b/ot/bregman.py index 2f27d58..76698c2 100644 --- a/ot/bregman.py +++ b/ot/bregman.py @@ -1534,11 +1534,11 @@ def empirical_sinkhorn(X_s, X_t, reg, a=None, b=None, metric='sqeuclidean', numI Examples -------- - >>> n_a = 2 - >>> n_b = 2 + >>> n_samples_a = 2 + >>> n_samples_b = 2 >>> reg = 0.1 - >>> X_s = np.reshape(np.arange(n_a), (dim_a, 1)) - >>> X_t = np.reshape(np.arange(0, n_b), (dim_b, 1)) + >>> X_s = np.reshape(np.arange(n_samples_a), (n_samples_a, 1)) + >>> X_t = np.reshape(np.arange(0, n_samples_b), (n_samples_b, 1)) >>> empirical_sinkhorn(X_s, X_t, reg, verbose=False) # doctest: +NORMALIZE_WHITESPACE array([[4.99977301e-01, 2.26989344e-05], [2.26989344e-05, 4.99977301e-01]]) @@ -1624,8 +1624,8 @@ def empirical_sinkhorn2(X_s, X_t, reg, a=None, b=None, metric='sqeuclidean', num Examples -------- - >>> n_a = 2 - >>> n_b = 2 + >>> n_samples_a = 2 + >>> n_samples_b = 2 >>> reg = 0.1 >>> X_s = np.reshape(np.arange(n_samples_a), (n_samples_a, 1)) >>> X_t = np.reshape(np.arange(0, n_samples_b), (n_samples_b, 1)) @@ -1730,8 +1730,8 @@ def empirical_sinkhorn_divergence(X_s, X_t, reg, a=None, b=None, metric='sqeucli Examples -------- - >>> n_a = 2 - >>> n_b = 4 + >>> n_samples_a = 2 + >>> n_samples_b = 4 >>> reg = 0.1 >>> X_s = np.reshape(np.arange(n_samples_a), (n_samples_a, 1)) >>> X_t = np.reshape(np.arange(0, n_samples_b), (n_samples_b, 1)) |