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Update Tutorials README.md
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elboyran authored Apr 10, 2024
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Expand Up @@ -41,8 +41,8 @@ Run the **tutorials** directly in Google Colab by clicking on the Colab buttons
|*Text* |[<img width="25" alt="nlp-logo_half_size" src="https://user-images.githubusercontent.com/3244249/152540890-c8e1e37d-f0cc-4f84-80a4-2c59176cbf4c.png">](./explainers/RISE/rise_text.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/RISE/rise_text.ipynb) |[<img width="25" alt="nlp-logo_half_size" src="https://user-images.githubusercontent.com/3244249/152540890-c8e1e37d-f0cc-4f84-80a4-2c59176cbf4c.png">](./explainers/LIME/lime_text.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/LIME/lime_text.ipynb) |[]()|
| *Time series*| [<img width="25" alt="Weather Logo" src="https://user-images.githubusercontent.com/3244249/242001499-3ff3d639-ed2f-4a38-b7ac-957c984bce9f.png">](./explainers/RISE/rise_timeseries_weather.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/RISE/rise_timeseries_weather.ipynb)| [<img width="25" alt="Weather Logo" src="https://user-images.githubusercontent.com/3244249/242001499-3ff3d639-ed2f-4a38-b7ac-957c984bce9f.png">](./explainers/LIME/lime_timeseries_weather.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/LIME/lime_timeseries_weather.ipynb)| |
| | [<img width="25" alt="FRB logo" src="https://github.com/dianna-ai/dianna/assets/6370787/f53b280d-94b0-40ec-bfe7-ee48777d7964">](./explainers/RISE/rise_timeseries_frb.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/RISE/rise_timeseries_frb.ipynb) | [<img width="25" alt="Coffee Logo" src="https://user-images.githubusercontent.com/3244249/241999275-9ab50a0f-5da3-41d2-80e9-70d2c8769162.jpg">](./explainers/LIME/lime_timeseries_coffee.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/LIME/lime_timeseries_coffee.ipynb) | |
| *Tabular* | | [<img width="75" alt="Penguin Logo" src="https://github.com/dianna-ai/dianna/assets/3244249/c7716ad3-f992-4557-80d9-1d8178c7ed57">](./explainers/LIME/lime_tabular_penguin.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/LIME/lime_tabular_penguin.ipynb) | |
| | | [<img width="25" alt="Weather Logo" src="https://user-images.githubusercontent.com/3244249/242001499-3ff3d639-ed2f-4a38-b7ac-957c984bce9f.png">](./explainers/LIME/lime_tabular_weather.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/LIME/lime_tabular_weather.ipynb)| |
| *Tabular* | | [<img width="75" alt="Penguin Logo" src="https://github.com/dianna-ai/dianna/assets/3244249/c7716ad3-f992-4557-80d9-1d8178c7ed57">](./explainers/LIME/lime_tabular_penguin.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/LIME/lime_tabular_penguin.ipynb) |[<img width="75" alt="Penguin Logo" src="https://github.com/dianna-ai/dianna/assets/3244249/c7716ad3-f992-4557-80d9-1d8178c7ed57">](./explainers/KernelSHAP/kernelshap_tabular_penguin.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/KernelSHAP/kernelshap_tabular_penguin.ipynb) |
| | | [<img width="25" alt="Weather Logo" src="https://user-images.githubusercontent.com/3244249/242001499-3ff3d639-ed2f-4a38-b7ac-957c984bce9f.png">](./explainers/LIME/lime_tabular_weather.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/KernelSHAP/kernelshap_tabular_weather.ipynb)|[<img width="25" alt="Weather Logo" src="https://user-images.githubusercontent.com/3244249/242001499-3ff3d639-ed2f-4a38-b7ac-957c984bce9f.png">](./explainers/KernelSHAP/kernelshap_tabular_weather.ipynb) or [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/dianna-ai/dianna/blob/main/tutorials/explainers/KernelSHAP/kernelshap_tabular_weather.ipynb) |


### IMPORTANT: Hyperparameters
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