Fitting Tutorial

Jupyter notebooks to learn how to fit a model to data. The last three notebooks accompany the lecture contained in bayesian_statistics_lecture.pdf.

Least Squares Fitting

Tutorial:

Solutions:

Tutorial:

Solutions:

Tutorial:

Solutions:

Tutorial:

Solutions:

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
.gitignore		.gitignore
Fitting a Model to Data (Solutions).ipynb		Fitting a Model to Data (Solutions).ipynb
Fitting a Model to Data.ipynb		Fitting a Model to Data.ipynb
LICENSE		LICENSE
PTF11rfh.table		PTF11rfh.table
README.md		README.md
bayesian_statistics_lecture.pdf		bayesian_statistics_lecture.pdf
gaussian_process_regression.ipynb		gaussian_process_regression.ipynb
gaussian_process_regression_solutions.ipynb		gaussian_process_regression_solutions.ipynb
mcmc_line_fitting.ipynb		mcmc_line_fitting.ipynb
mcmc_line_fitting_solutions.ipynb		mcmc_line_fitting_solutions.ipynb
monte_carlo_line_fitting.ipynb		monte_carlo_line_fitting.ipynb
monte_carlo_line_fitting_solutions.ipynb		monte_carlo_line_fitting_solutions.ipynb
requirements.txt		requirements.txt