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README.md

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@@ -28,21 +28,21 @@ Because probabilistic graphical models can be difficult to use, ``Bnlearn`` cont
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### Key Pipelines
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### Key Features
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| Feature | Description |
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|--------|-------------|
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| [**Causal Discovery / Structure Learning**](https://erdogant.github.io/bnlearn/pages/html/Structure%20learning.html) | Learn the model structure from data or with expert knowledge. |
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| [**Parameter Learning**](https://erdogant.github.io/bnlearn/pages/html/Parameter%20learning.html) | Estimate model parameters (e.g., conditional probability distributions) from observed data. |
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| [**Causal Inference**](https://pgmpy.org/examples/Causal%20Inference.html) | Compute interventional and counterfactual distributions using do-calculus. |
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| [**Generate Synthetic Data**](https://erdogant.github.io/bnlearn/pages/html/Sampling.html) | Generate synthetic data. |
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| [**Discretize Data**](https://erdogant.github.io/bnlearn/pages/html/Discretizing.html) | Discretize continuous datasets. |
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| Feature | Description | Medium | Gumroad/Podcast |
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|--------|-------------|---|---|
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| [**Causal Discovery / Structure Learning**](https://erdogant.github.io/bnlearn/pages/html/Structure%20learning.html) | Learn the model structure from data or with expert knowledge. |---|---|
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| [**Parameter Learning**](https://erdogant.github.io/bnlearn/pages/html/Parameter%20learning.html) | Estimate model parameters (e.g., conditional probability distributions) from observed data. |---|---|
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| [**Causal Inference**](https://pgmpy.org/examples/Causal%20Inference.html) | Compute interventional and counterfactual distributions using do-calculus. |---|---|
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| [**Generate Synthetic Data**](https://erdogant.github.io/bnlearn/pages/html/Sampling.html) | Generate synthetic data. |---|---|
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| [**Discretize Data**](https://erdogant.github.io/bnlearn/pages/html/Discretizing.html) | Discretize continuous datasets. |---|---|
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### Resources and Links
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- **Example Notebooks:** [Examples](https://erdogant.github.io/bnlearn/pages/html/Documentation.html#google-colab-notebooks)
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- **Blog Posts:** [Medium](https://erdogant.medium.com/)
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- **Blog Posts:** [Medium](https://erdogant.github.io/bnlearn/pages/html/Documentation.html#medium-blog-posts)
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- **Documentation:** [Website](https://erdogant.github.io/bnlearn)
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- **Bug Reports and Feature Requests:** [GitHub Issues](https://github.com/erdogant/bnlearn/issues)
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### Star history
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[![Star History Chart](https://api.star-history.com/svg?repos=erdogant/bnlearn&type=Date)](https://www.star-history.com/#erdogant/bnlearn&Date)
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### Contributors
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Setting up and maintaining bnlearn has been possible thanks to users and contributors. Thanks to:
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Thank the contributors!
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<p align="left">
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<a href="https://github.com/erdogant/bnlearn/graphs/contributors">

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