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actions-user committed Feb 13, 2024
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2 changes: 1 addition & 1 deletion searchindex.js
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24 changes: 12 additions & 12 deletions tutorials/01_basic.html
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Expand Up @@ -991,31 +991,31 @@ <h2>Flattening<a class="headerlink" href="#flattening" title="Permalink to this
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:13:36 [INFO] There were unprocessed specs, computing...
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:15:54 [INFO] There were unprocessed specs, computing...
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:13:36 [INFO] _drop_pred_time_if_insufficient_look_distance: Dropped 5999 (59.99%) rows
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:15:54 [INFO] _drop_pred_time_if_insufficient_look_distance: Dropped 5999 (59.99%) rows
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:13:36 [INFO] Processing 3 temporal features in parallel with 1 workers. Chunksize is 3. If this is above 1, it may take some time for the progress bar to move, as processing is batched. However, this makes for much faster total performance.
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:15:54 [INFO] Processing 3 temporal features in parallel with 1 workers. Chunksize is 3. If this is above 1, it may take some time for the progress bar to move, as processing is batched. However, this makes for much faster total performance.
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span> 0%| | 0/3 [00:00&lt;?, ?it/s]
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>100%|██████████| 3/3 [00:00&lt;00:00, 39.82it/s]
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>100%|██████████| 3/3 [00:00&lt;00:00, 36.77it/s]
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:13:37 [INFO] Checking alignment of dataframes - this might take a little while (~2 minutes for 1.000 dataframes with 2.000.000 rows).
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:15:54 [INFO] Checking alignment of dataframes - this might take a little while (~2 minutes for 1.000 dataframes with 2.000.000 rows).
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:13:37 [INFO] Starting concatenation. Will take some time on performant systems, e.g. 30s for 100 features and 2_000_000 prediction times. This is normal.
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:15:54 [INFO] Starting concatenation. Will take some time on performant systems, e.g. 30s for 100 features and 2_000_000 prediction times. This is normal.
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:13:37 [INFO] Concatenation took 0.004 seconds
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:15:54 [INFO] Concatenation took 0.004 seconds
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<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:13:37 [INFO] Merging with original df
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-02-13 09:15:54 [INFO] Merging with original df
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<div class="output text_html"><pre style="white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace">╭──────────────────────────────────────────────── skimpy summary ─────────────────────────────────────────────────╮
Expand All @@ -1033,15 +1033,15 @@ <h2>Flattening<a class="headerlink" href="#flattening" title="Permalink to this
│ ┃<span style="font-weight: bold"> column_name </span>┃<span style="font-weight: bold"> NA </span>┃<span style="font-weight: bold"> NA % </span>┃<span style="font-weight: bold"> mean </span>┃<span style="font-weight: bold"> sd </span>┃<span style="font-weight: bold"> p0 </span>┃<span style="font-weight: bold"> p25 </span>┃<span style="font-weight: bold"> p50 </span>┃<span style="font-weight: bold"> p75 </span>┃<span style="font-weight: bold"> p100 </span>┃<span style="font-weight: bold"> hist </span>┃ │
│ ┡━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━╇━━━━━━━━╇━━━━━━━╇━━━━━━━╇━━━━━━╇━━━━━━━╇━━━━━━━━┩ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">entity_id </span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 5000</span> │ <span style="color: #008080; text-decoration-color: #008080"> 2900</span> │ <span style="color: #008080; text-decoration-color: #008080"> 3</span> │ <span style="color: #008080; text-decoration-color: #008080"> 2600</span> │ <span style="color: #008080; text-decoration-color: #008080"> 5000</span> │ <span style="color: #008080; text-decoration-color: #008080">7500</span> │ <span style="color: #008080; text-decoration-color: #008080">10000</span> │ <span style="color: #008000; text-decoration-color: #008000">▇▇▇▇▇▇</span> │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">outc_outcome_name_withi</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0.064</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0.25</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 1</span> │ <span style="color: #008000; text-decoration-color: #008000">▇ ▁</span> │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">n_365_days_maximum_fall</span> │ │ │ │ │ │ │ │ │ │ │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">back_0_dichotomous </span> │ │ │ │ │ │ │ │ │ │ │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">pred_predictor_interval</span> │ <span style="color: #008080; text-decoration-color: #008080"> 2877</span> │ <span style="color: #008080; text-decoration-color: #008080"> 71.91</span> │ <span style="color: #008080; text-decoration-color: #008080"> 5</span> │ <span style="color: #008080; text-decoration-color: #008080"> 2.8</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0.02</span> │ <span style="color: #008080; text-decoration-color: #008080"> 2.6</span> │ <span style="color: #008080; text-decoration-color: #008080"> 5.1</span> │ <span style="color: #008080; text-decoration-color: #008080"> 7.4</span> │ <span style="color: #008080; text-decoration-color: #008080"> 10</span> │ <span style="color: #008000; text-decoration-color: #008000">▇▇▇▇▇▇</span> │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">_name_within_30_to_90_d</span> │ │ │ │ │ │ │ │ │ │ │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">ays_mean_fallback_nan </span> │ │ │ │ │ │ │ │ │ │ │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">pred_predictor_name_wit</span> │ <span style="color: #008080; text-decoration-color: #008080"> 72</span> │ <span style="color: #008080; text-decoration-color: #008080"> 1.8</span> │ <span style="color: #008080; text-decoration-color: #008080"> 5</span> │ <span style="color: #008080; text-decoration-color: #008080"> 1.6</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0.097</span> │ <span style="color: #008080; text-decoration-color: #008080"> 3.9</span> │ <span style="color: #008080; text-decoration-color: #008080"> 5</span> │ <span style="color: #008080; text-decoration-color: #008080"> 6</span> │ <span style="color: #008080; text-decoration-color: #008080"> 9.9</span> │ <span style="color: #008000; text-decoration-color: #008000">▁▃▇▇▃▁</span> │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">hin_730_days_mean_fallb</span> │ │ │ │ │ │ │ │ │ │ │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">ack_nan </span> │ │ │ │ │ │ │ │ │ │ │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">outc_outcome_name_withi</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0.064</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0.25</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 1</span> │ <span style="color: #008000; text-decoration-color: #008000">▇ ▁</span> │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">n_365_days_maximum_fall</span> │ │ │ │ │ │ │ │ │ │ │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">back_0_dichotomous </span> │ │ │ │ │ │ │ │ │ │ │ │
│ │ <span style="color: #af87ff; text-decoration-color: #af87ff">pred_female </span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0.49</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0.5</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 0</span> │ <span style="color: #008080; text-decoration-color: #008080"> 1</span> │ <span style="color: #008080; text-decoration-color: #008080"> 1</span> │ <span style="color: #008000; text-decoration-color: #008000">▇ ▇</span> │ │
│ └─────────────────────────┴───────┴────────┴────────┴───────┴────────┴───────┴───────┴──────┴───────┴────────┘ │
│ <span style="font-style: italic"> datetime </span> │
Expand All @@ -1061,9 +1061,9 @@ <h2>Flattening<a class="headerlink" href="#flattening" title="Permalink to this
</div><div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>[&#39;entity_id&#39;,
&#39;timestamp&#39;,
&#39;prediction_time_uuid&#39;,
&#39;outc_outcome_name_within_365_days_maximum_fallback_0_dichotomous&#39;,
&#39;pred_predictor_interval_name_within_30_to_90_days_mean_fallback_nan&#39;,
&#39;pred_predictor_name_within_730_days_mean_fallback_nan&#39;,
&#39;outc_outcome_name_within_365_days_maximum_fallback_0_dichotomous&#39;,
&#39;pred_female&#39;]
</pre></div>
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