BoTorch_tutorial

Going throguth the tutorials are from https://botorch.org/tutorials/, I modified and annotated them.

Name		Name	Last commit message	Last commit date
.ipynb_checkpoints		.ipynb_checkpoints
1.BO_from_scratch.ipynb		1.BO_from_scratch.ipynb
2.BO_with_SKOPT.ipynb		2.BO_with_SKOPT.ipynb
3. BoTorch_first_example.ipynb		3. BoTorch_first_example.ipynb
4.BoTorch_with_Ax.ipynb		4.BoTorch_with_Ax.ipynb
Ax_Loop_Hartmann6.ipynb		Ax_Loop_Hartmann6.ipynb
BO_with_warped_gp.ipynb		BO_with_warped_gp.ipynb
Frazier_18_eq3.png		Frazier_18_eq3.png
GP_Marten_kernel.png		GP_Marten_kernel.png
GPyTorch_example0.ipynb		GPyTorch_example0.ipynb
Gaussian Process from scratch (todo).ipynb		Gaussian Process from scratch (todo).ipynb
RBF_eq.jpeg		RBF_eq.jpeg
README.md		README.md
Sobol.png		Sobol.png
branin_fn.png		branin_fn.png

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