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diff --git a/nbs/docs/capabilities/1_1_quickstart_forecast.ipynb b/nbs/docs/capabilities/1_1_quickstart_forecast.ipynb
@@ -34,7 +34,7 @@
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diff --git a/nbs/docs/capabilities/2_1_quickstart_anomaly_detection.ipynb b/nbs/docs/capabilities/2_1_quickstart_anomaly_detection.ipynb
@@ -44,7 +44,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/capabilities/2_1_quickstart_anomaly_detection.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/02_holidays.ipynb b/nbs/docs/tutorials/02_holidays.ipynb
@@ -47,7 +47,7 @@
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diff --git a/nbs/docs/tutorials/03_categorical_variables.ipynb b/nbs/docs/tutorials/03_categorical_variables.ipynb
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diff --git a/nbs/docs/tutorials/04_longhorizon.ipynb b/nbs/docs/tutorials/04_longhorizon.ipynb
@@ -46,7 +46,7 @@
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diff --git a/nbs/docs/tutorials/05_multiple_series.ipynb b/nbs/docs/tutorials/05_multiple_series.ipynb
@@ -49,7 +49,7 @@
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diff --git a/nbs/docs/tutorials/06_finetuning.ipynb b/nbs/docs/tutorials/06_finetuning.ipynb
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diff --git a/nbs/docs/tutorials/07_loss_function_finetuning.ipynb b/nbs/docs/tutorials/07_loss_function_finetuning.ipynb
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diff --git a/nbs/docs/tutorials/08_cross_validation.ipynb b/nbs/docs/tutorials/08_cross_validation.ipynb
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diff --git a/nbs/docs/tutorials/09_historical_forecast.ipynb b/nbs/docs/tutorials/09_historical_forecast.ipynb
@@ -45,7 +45,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/09_historical_forecast.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/10_uncertainty_quantification_with_quantile_forecasts.ipynb b/nbs/docs/tutorials/10_uncertainty_quantification_with_quantile_forecasts.ipynb
@@ -53,7 +53,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/10_uncertainty_quantification_with_quantile_forecasts.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/11_uncertainty_quantification_with_prediction_intervals.ipynb b/nbs/docs/tutorials/11_uncertainty_quantification_with_prediction_intervals.ipynb
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/11_uncertainty_quantification_with_prediction_intervals.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/12_irregular_timestamps.ipynb b/nbs/docs/tutorials/12_irregular_timestamps.ipynb
@@ -32,7 +32,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/12_irregular_timestamps.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/13_bounded_forecasts.ipynb b/nbs/docs/tutorials/13_bounded_forecasts.ipynb
@@ -47,7 +47,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/13_bounded_forecasts.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/14_hierarchical_forecasting.ipynb b/nbs/docs/tutorials/14_hierarchical_forecasting.ipynb
@@ -47,7 +47,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/14_hierarchical_forecasting.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/16_computing_at_scale_spark_distributed.ipynb b/nbs/docs/tutorials/16_computing_at_scale_spark_distributed.ipynb
@@ -46,7 +46,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/16_computing_at_scale_spark_distributed.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/17_computing_at_scale_dask_distributed.ipynb b/nbs/docs/tutorials/17_computing_at_scale_dask_distributed.ipynb
@@ -44,7 +44,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/17_computing_at_scale_dask_distributed.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/tutorials/18_computing_at_scale_ray_distributed.ipynb b/nbs/docs/tutorials/18_computing_at_scale_ray_distributed.ipynb
@@ -46,7 +46,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/tutorials/18_computing_at_scale_ray_distributed.ipynb' alt='Open this notebook in Google Colab'>"
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diff --git a/nbs/docs/use-cases/1_forecasting_web_traffic.ipynb b/nbs/docs/use-cases/1_forecasting_web_traffic.ipynb
@@ -44,7 +44,7 @@
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+       "<img src='https://colab.research.google.com/assets/colab-badge.svg' ref='https://colab.research.google.com/github/Nixtla/nixtla/blob/main/nbs/docs/use_cases/1_forecasting_web_traffic.ipynb' alt='Open this notebook in Google Colab'>"
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