Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Rethink2 to pymc v5 #234

Open
wants to merge 23 commits into
base: main
Choose a base branch
from
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 3 additions & 3 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,9 +1,9 @@
# PyMC3 Resources
PyMC3 educational resources, including the PyMC3 port of the following books (original models in STAN/BUGS/JAGS etc,.):
# PyMC Resources
PyMC educational resources, including the PyMC port of the following books (original models in STAN/BUGS/JAGS etc,.):

- ["Bayesian Modeling and Computation in Python" by Osvaldo A. Martin, Ravin Kumar, Junpeng Lao](https://bayesiancomputationbook.com/welcome.html)
- [PyMC3 port of the book "Statistical Rethinking" by Richard McElreath (first edition)](https://github.com/pymc-devs/resources/tree/main/Rethinking)
- [PyMC3 port of the book "Statistical Rethinking" by Richard McElreath (second edition)](https://github.com/pymc-devs/resources/tree/main/Rethinking_2)
- [PyMC port of the book "Statistical Rethinking" by Richard McElreath (second edition)](https://github.com/pymc-devs/resources/tree/main/Rethinking_2)
- [PyMC3 port of the book "Bayesian Cognitive Modeling" by Michael Lee and EJ Wagenmakers](https://github.com/pymc-devs/resources/tree/main/BCM)
- [PyMC3 port of the book "Bayesian Statistical Methods" by Brian J. Reich and Sujit K. Ghosh](https://github.com/pymc-devs/resources/tree/main/BSM)
- [PyMC3 port of the book "Bayesian Data Analysis" by Andrew Gelman, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari and Donald B. Rubin](https://github.com/pymc-devs/resources/tree/main/BDA3)
Expand Down
146 changes: 81 additions & 65 deletions Rethinking_2/Chp_02.ipynb

Large diffs are not rendered by default.

78 changes: 38 additions & 40 deletions Rethinking_2/Chp_03.ipynb

Large diffs are not rendered by default.

1,141 changes: 626 additions & 515 deletions Rethinking_2/Chp_04.ipynb

Large diffs are not rendered by default.

1,358 changes: 745 additions & 613 deletions Rethinking_2/Chp_05.ipynb

Large diffs are not rendered by default.

994 changes: 672 additions & 322 deletions Rethinking_2/Chp_06.ipynb

Large diffs are not rendered by default.

685 changes: 429 additions & 256 deletions Rethinking_2/Chp_07.ipynb

Large diffs are not rendered by default.

545 changes: 305 additions & 240 deletions Rethinking_2/Chp_08.ipynb

Large diffs are not rendered by default.

516 changes: 247 additions & 269 deletions Rethinking_2/Chp_09.ipynb

Large diffs are not rendered by default.

53 changes: 30 additions & 23 deletions Rethinking_2/Chp_10.ipynb

Large diffs are not rendered by default.

1,175 changes: 697 additions & 478 deletions Rethinking_2/Chp_11.ipynb

Large diffs are not rendered by default.

1,193 changes: 674 additions & 519 deletions Rethinking_2/Chp_12.ipynb

Large diffs are not rendered by default.

Loading
Loading