MIT-6.008.1x-class-notes

Class notes compiled from the course MIT-6.008.1x with images and equations in iPhyton notebook.

Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
.idea		.idea
CS228_PGM		CS228_PGM
CS708_PGM		CS708_PGM
Labs		Labs
Pyro_Code		Pyro_Code
images		images
probabalistic_programming		probabalistic_programming
.DS_Store		.DS_Store
.gitignore		.gitignore
01_Distributions.ipynb		01_Distributions.ipynb
02_Calibration_Likelihood.ipynb		02_Calibration_Likelihood.ipynb
03_Monte_Carlo.ipynb		03_Monte_Carlo.ipynb
04_MCMC.ipynb		04_MCMC.ipynb
05_A_Hydrological_Model.ipynb		05_A_Hydrological_Model.ipynb
06_Beyond_Metropolis.ipynb		06_Beyond_Metropolis.ipynb
07_GLUE.ipynb		07_GLUE.ipynb
08_Gaussian_Approx.ipynb		08_Gaussian_Approx.ipynb
09_Summary.ipynb		09_Summary.ipynb
Bayesian Statistical Analysis.ipynb		Bayesian Statistical Analysis.ipynb
Building Probability Distributions.ipynb		Building Probability Distributions.ipynb
Doing Bayesian Data Analysis.ipynb		Doing Bayesian Data Analysis.ipynb
README.md		README.md
Topic modeling.ipynb		Topic modeling.ipynb
requirements.txt		requirements.txt

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