Deploying to gh-pages from @ 3946e19 🚀

.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 4cef60fee7558fc46acf8114cfa9672e
+config: 43c1735903096aba6918e995ab354ec3
 tags: 645f666f9bcd5a90fca523b33c5a78b7

_sources/auto_examples/metrics/plot_oinfo.rst.txt

@@ -49,18 +49,18 @@ at.
  .. code-block:: none
 
     No GPU/TPU found, falling back to CPU. (Set TF_CPP_MIN_LOG_LEVEL=0 and rerun for more info.)
-      0%|          |  0/12 [00:00<?,       ?it/s]      8%|▊         | Entropy H(1):  1/12 [00:00<00:02,    4.52it/s]     17%|█▋        | Entropy H(2):  2/12 [00:00<00:02,    4.78it/s]     25%|██▌       | Entropy H(3):  3/12 [00:00<00:01,    4.75it/s]     33%|███▎      | Entropy H(4):  4/12 [00:00<00:01,    4.61it/s]     42%|████▏     | Entropy H(5):  5/12 [00:01<00:01,    4.63it/s]     50%|█████     | Entropy H(6):  6/12 [00:01<00:01,    4.59it/s]     58%|█████▊    | Entropy H(7):  7/12 [00:01<00:01,    4.95it/s]     67%|██████▋   | Entropy H(8):  8/12 [00:01<00:00,    5.22it/s]     75%|███████▌  | Entropy H(9):  9/12 [00:01<00:00,    5.48it/s]     83%|████████▎ | Entropy H(10):  10/12 [00:01<00:00,    5.70it/s]     92%|█████████▏| Entropy H(11):  11/12 [00:01<00:00,    5.90it/s]    100%|██████████| Entropy H(12):  12/12 [00:02<00:00,    5.95it/s]                                                                       0%|          |  0/4017 [00:00<?,       ?it/s]     10%|▉         | Mutual information:  400/4017 [00:00<00:00, 13486.29it/s]     15%|█▍        | Mutual information:  600/4017 [00:00<00:00, 9955.10it/s]      20%|█▉        | Mutual information:  800/4017 [00:00<00:00, 8763.38it/s]     25%|██▍       | Mutual information:  1000/4017 [00:00<00:00, 8086.65it/s]     30%|██▉       | Mutual information:  1200/4017 [00:00<00:00, 7762.60it/s]     35%|███▍      | Mutual information:  1400/4017 [00:00<00:00, 7471.48it/s]     40%|███▉      | Mutual information:  1600/4017 [00:00<00:00, 7303.44it/s]     45%|████▍     | Mutual information:  1800/4017 [00:00<00:00, 7211.74it/s]     50%|████▉     | Mutual information:  2000/4017 [00:00<00:00, 7134.41it/s]     55%|█████▍    | Mutual information:  2200/4017 [00:00<00:00, 7064.88it/s]     60%|█████▉    | Mutual information:  2400/4017 [00:00<00:00, 7013.92it/s]     65%|██████▍   | Mutual information:  2600/4017 [00:00<00:00, 6958.07it/s]     70%|██████▉   | Mutual information:  2800/4017 [00:00<00:00, 6927.53it/s]     75%|███████▍  | Mutual information:  3000/4017 [00:00<00:00, 6887.37it/s]     80%|███████▉  | Mutual information:  3200/4017 [00:00<00:00, 6868.41it/s]     85%|████████▍ | Mutual information:  3400/4017 [00:00<00:00, 6849.78it/s]     90%|████████▉ | Mutual information:  3600/4017 [00:00<00:00, 6818.14it/s]     95%|█████████▍| Mutual information:  3800/4017 [00:00<00:00, 6798.67it/s]    100%|█████████▉| Mutual information:  4000/4017 [00:00<00:00, 6792.73it/s]    100%|██████████| Mutual information:  4017/4017 [00:00<00:00, 6295.87it/s]    100%|██████████| Mutual information:  4017/4017 [00:00<00:00, 6562.80it/s]
+      0%|          |  0/12 [00:00<?,       ?it/s]      8%|▊         | Entropy H(1):  1/12 [00:00<00:02,    4.52it/s]     17%|█▋        | Entropy H(2):  2/12 [00:00<00:02,    4.73it/s]     25%|██▌       | Entropy H(3):  3/12 [00:00<00:01,    4.72it/s]     33%|███▎      | Entropy H(4):  4/12 [00:00<00:01,    4.59it/s]     42%|████▏     | Entropy H(5):  5/12 [00:01<00:01,    4.59it/s]     50%|█████     | Entropy H(6):  6/12 [00:01<00:01,    4.61it/s]     58%|█████▊    | Entropy H(7):  7/12 [00:01<00:01,    4.97it/s]     67%|██████▋   | Entropy H(8):  8/12 [00:01<00:00,    5.25it/s]     75%|███████▌  | Entropy H(9):  9/12 [00:01<00:00,    5.51it/s]     83%|████████▎ | Entropy H(10):  10/12 [00:01<00:00,    5.73it/s]     92%|█████████▏| Entropy H(11):  11/12 [00:01<00:00,    5.92it/s]    100%|██████████| Entropy H(12):  12/12 [00:02<00:00,    5.99it/s]                                                                       0%|          |  0/4017 [00:00<?,       ?it/s]     10%|▉         | Mutual information:  400/4017 [00:00<00:00, 13384.19it/s]     15%|█▍        | Mutual information:  600/4017 [00:00<00:00, 9912.77it/s]      20%|█▉        | Mutual information:  800/4017 [00:00<00:00, 8762.03it/s]     25%|██▍       | Mutual information:  1000/4017 [00:00<00:00, 8186.67it/s]     30%|██▉       | Mutual information:  1200/4017 [00:00<00:00, 7842.92it/s]     35%|███▍      | Mutual information:  1400/4017 [00:00<00:00, 7504.87it/s]     40%|███▉      | Mutual information:  1600/4017 [00:00<00:00, 7357.86it/s]     45%|████▍     | Mutual information:  1800/4017 [00:00<00:00, 7268.25it/s]     50%|████▉     | Mutual information:  2000/4017 [00:00<00:00, 7187.81it/s]     55%|█████▍    | Mutual information:  2200/4017 [00:00<00:00, 7113.45it/s]     60%|█████▉    | Mutual information:  2400/4017 [00:00<00:00, 7044.69it/s]     65%|██████▍   | Mutual information:  2600/4017 [00:00<00:00, 6980.32it/s]     70%|██████▉   | Mutual information:  2800/4017 [00:00<00:00, 6939.27it/s]     75%|███████▍  | Mutual information:  3000/4017 [00:00<00:00, 6898.13it/s]     80%|███████▉  | Mutual information:  3200/4017 [00:00<00:00, 6869.64it/s]     85%|████████▍ | Mutual information:  3400/4017 [00:00<00:00, 6851.72it/s]     90%|████████▉ | Mutual information:  3600/4017 [00:00<00:00, 6838.86it/s]     95%|█████████▍| Mutual information:  3800/4017 [00:00<00:00, 6831.56it/s]    100%|█████████▉| Mutual information:  4000/4017 [00:00<00:00, 6809.87it/s]    100%|██████████| Mutual information:  4017/4017 [00:00<00:00, 6319.53it/s]    100%|██████████| Mutual information:  4017/4017 [00:00<00:00, 6589.25it/s]
        index  order       hoi     multiplet
-    0      0      3  0.239179     [0, 1, 2]
-    1    200      3  0.122416     [6, 7, 8]
-    2     40      3  0.024355     [0, 6, 7]
-    3    133      3  0.021368    [2, 9, 10]
-    4     45      3  0.017467     [0, 7, 8]
-    5    505      4 -0.012427  [2, 3, 4, 5]
-    6     62      3 -0.012629    [1, 2, 10]
-    7     61      3 -0.014173     [1, 2, 9]
-    8    136      3 -0.646719     [3, 4, 5]
-    9    219      3 -0.829500   [9, 10, 11]
+    0    200      3  0.325230     [6, 7, 8]
+    1      0      3  0.257203     [0, 1, 2]
+    2    170      3  0.019516     [4, 6, 7]
+    3    138      3  0.018977     [3, 4, 7]
+    4    595      4  0.017736  [3, 4, 6, 7]
+    5    175      3 -0.011792     [4, 7, 8]
+    6    600      4 -0.012259  [3, 4, 7, 8]
+    7    154      3 -0.013145     [3, 7, 8]
+    8    219      3 -0.649854   [9, 10, 11]
+    9    136      3 -0.911833     [3, 4, 5]
 
 
 
@@ -96,9 +96,9 @@ at.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 3.589 seconds)
+   **Total running time of the script:** (0 minutes 3.587 seconds)
 
-**Estimated memory usage:**  138 MB
+**Estimated memory usage:**  137 MB
 
 
 .. _sphx_glr_download_auto_examples_metrics_plot_oinfo.py:

_sources/auto_examples/metrics/plot_rsi.rst.txt

@@ -108,13 +108,13 @@ we will observe redundancy between :math:`X_{1}, X_{2}, X_{3}` and :math:`Y`.
 
  .. code-block:: none
 
-      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:01,    1.86it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    2.57it/s]    100%|██████████| RSI order 5:  3/3 [00:01<00:00,    2.75it/s]                                                                    index  order       hoi  multiplet
-    0      5      3  0.012226  [0, 2, 3]
-    1     30      3  0.010727  [2, 5, 6]
-    2     27      3  0.008203  [2, 3, 6]
-    3      1      3 -0.228135  [0, 1, 3]
-    4     19      3 -0.234871  [1, 3, 4]
-    5     20      3 -0.462120  [1, 3, 5]
+      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:01,    1.91it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    2.63it/s]    100%|██████████| RSI order 5:  3/3 [00:01<00:00,    2.78it/s]                                                                    index  order       hoi  multiplet
+    0     11      3  0.013001  [0, 3, 6]
+    1     32      3  0.010255  [3, 4, 6]
+    2      9      3  0.009485  [0, 3, 4]
+    3     19      3 -0.231621  [1, 3, 4]
+    4     15      3 -0.241363  [1, 2, 3]
+    5     20      3 -0.493949  [1, 3, 5]
 
 
 
@@ -166,13 +166,13 @@ single column). However, it's possible to simulate a multivariate variable.
 
  .. code-block:: none
 
-      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:00,    3.05it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    4.08it/s]    100%|██████████| RSI order 5:  3/3 [00:00<00:00,    4.61it/s]                                                                    index  order       hoi  multiplet
-    0     12      3  0.010266  [0, 4, 5]
-    1      9      3  0.009793  [0, 3, 4]
-    2      2      3  0.002449  [0, 1, 4]
-    3     24      3 -0.255634  [1, 5, 6]
-    4      8      3 -0.474004  [0, 2, 6]
-    5     20      3 -0.536495  [1, 3, 5]
+      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:00,    3.03it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    4.06it/s]    100%|██████████| RSI order 5:  3/3 [00:00<00:00,    4.60it/s]                                                                    index  order       hoi  multiplet
+    0      9      3  0.021186  [0, 3, 4]
+    1      2      3  0.009278  [0, 1, 4]
+    2     12      3  0.006468  [0, 4, 5]
+    3     26      3 -0.322544  [2, 3, 5]
+    4      8      3 -0.539367  [0, 2, 6]
+    5     20      3 -0.605493  [1, 3, 5]
 
 
 
@@ -217,13 +217,13 @@ variable by knowing the subset of X.
 
  .. code-block:: none
 
-      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:00,    3.10it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    4.19it/s]    100%|██████████| RSI order 5:  3/3 [00:00<00:00,    4.76it/s]                                                                    index  order       hoi  multiplet
-    0     10      3  1.462938  [0, 3, 5]
-    1      9      3  0.286369  [0, 3, 4]
-    2      1      3  0.239265  [0, 1, 3]
-    3      6      3 -0.008341  [0, 2, 4]
-    4      0      3 -0.011907  [0, 1, 2]
-    5      8      3 -0.015102  [0, 2, 6]
+      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:00,    3.09it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    4.19it/s]    100%|██████████| RSI order 5:  3/3 [00:00<00:00,    4.78it/s]                                                                    index  order       hoi  multiplet
+    0     10      3  1.270544  [0, 3, 5]
+    1      5      3  0.227341  [0, 2, 3]
+    2     11      3  0.216652  [0, 3, 6]
+    3     25      3 -0.001146  [2, 3, 4]
+    4     19      3 -0.001263  [1, 3, 4]
+    5     28      3 -0.001618  [2, 4, 5]
 
 
 
@@ -260,13 +260,13 @@ same for multivariate synergy
 
  .. code-block:: none
 
-      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:00,    2.90it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    3.94it/s]    100%|██████████| RSI order 5:  3/3 [00:00<00:00,    4.49it/s]                                                                    index  order       hoi  multiplet
-    0     18      3  1.424358  [1, 2, 6]
-    1     10      3  1.387388  [0, 3, 5]
-    2      0      3  0.242391  [0, 1, 2]
-    3     28      3 -0.008349  [2, 4, 5]
-    4      6      3 -0.009071  [0, 2, 4]
-    5     25      3 -0.010850  [2, 3, 4]
+      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:00,    2.90it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    3.91it/s]    100%|██████████| RSI order 5:  3/3 [00:00<00:00,    4.45it/s]                                                                    index  order       hoi  multiplet
+    0     18      3  1.555250  [1, 2, 6]
+    1     10      3  1.244915  [0, 3, 5]
+    2     11      3  0.239482  [0, 3, 6]
+    3      2      3 -0.002045  [0, 1, 4]
+    4      6      3 -0.004410  [0, 2, 4]
+    5     32      3 -0.008171  [3, 4, 6]
 
 
 
@@ -323,23 +323,23 @@ Combining redundancy and synergy
 
  .. code-block:: none
 
-      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:00,    2.87it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    3.87it/s]    100%|██████████| RSI order 5:  3/3 [00:00<00:00,    4.44it/s]                                                                    index  order       hoi  multiplet
-    0      0      3  1.311166  [0, 1, 2]
-    1     17      3  0.192135  [1, 2, 5]
-    2      4      3  0.181745  [0, 1, 6]
-    3     10      3 -0.212430  [0, 3, 5]
-    4     20      3 -0.215225  [1, 3, 5]
-    5     31      3 -0.471624  [3, 4, 5]
+      0%|          |  0/3 [00:00<?,       ?it/s]     33%|███▎      | RSI order 3:  1/3 [00:00<00:00,    2.84it/s]     67%|██████▋   | RSI order 4:  2/3 [00:00<00:00,    3.87it/s]    100%|██████████| RSI order 5:  3/3 [00:00<00:00,    4.42it/s]                                                                    index  order       hoi  multiplet
+    0      0      3  1.440632  [0, 1, 2]
+    1     18      3  0.275463  [1, 2, 6]
+    2     17      3  0.274846  [1, 2, 5]
+    3     22      3 -0.265126  [1, 4, 5]
+    4     28      3 -0.266347  [2, 4, 5]
+    5     31      3 -0.562294  [3, 4, 5]
 
 
 
 
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** (0 minutes 4.671 seconds)
+   **Total running time of the script:** (0 minutes 4.666 seconds)
 
-**Estimated memory usage:**  45 MB
+**Estimated memory usage:**  44 MB
 
 
 .. _sphx_glr_download_auto_examples_metrics_plot_rsi.py:

_sources/auto_examples/metrics/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:08.260** total execution time for 3 files **from auto_examples/metrics**:
+**00:08.253** total execution time for 3 files **from auto_examples/metrics**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_metrics_plot_rsi.py` (``plot_rsi.py``)
-     - 00:04.671
-     - 44.6
+     - 00:04.666
+     - 44.1
    * - :ref:`sphx_glr_auto_examples_metrics_plot_oinfo.py` (``plot_oinfo.py``)
-     - 00:03.589
-     - 138.0
+     - 00:03.587
+     - 136.5
    * - :ref:`sphx_glr_auto_examples_metrics_metrics2.py` (``metrics2.py``)
      - 00:00.000
      - 0.0

_sources/sg_execution_times.rst.txt

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:08.260** total execution time for 9 files **from all galleries**:
+**00:08.253** total execution time for 9 files **from all galleries**:
 
 .. container::
 
@@ -33,11 +33,11 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_auto_examples_metrics_plot_rsi.py` (``../examples/metrics/plot_rsi.py``)
-     - 00:04.671
-     - 44.6
+     - 00:04.666
+     - 44.1
    * - :ref:`sphx_glr_auto_examples_metrics_plot_oinfo.py` (``../examples/metrics/plot_oinfo.py``)
-     - 00:03.589
-     - 138.0
+     - 00:03.587
+     - 136.5
    * - :ref:`sphx_glr_auto_examples_it_it1.py` (``../examples/it/it1.py``)
      - 00:00.000
      - 0.0