GitHub - patel-zeel/bayesian-ml: This book attempts to provide simplified and detailed math for several Bayesian models under the same framework. Bringing all models under the same framework will make the comparison easy and clarify the concepts better.

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This book attempts to provide simplified and detailed math for several Bayesian models under the same framework. Bringing all models under the same framework will make the comparison easy and clarify the concepts better.

patel-zeel.github.io/bayesian-ml/

MIT license

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_toc.yml		_toc.yml
bayesian-framework.ipynb		bayesian-framework.ipynb
book-builder.ipynb		book-builder.ipynb
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coin-toss.ipynb		coin-toss.ipynb
intro.md		intro.md
linear-regression.ipynb		linear-regression.ipynb
notations.ipynb		notations.ipynb
requirements.txt		requirements.txt

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MIT License

Copyright (c) 2022 Zeel B Patel

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
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furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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SOFTWARE.