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Conditional vs Interventional Distribution #552

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Merged
drbenvincent merged 31 commits into from
Jul 4, 2023
Merged

Conditional vs Interventional Distribution #552

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6559bda
initial commit of interventional notebook
drbenvincent Jul 1, 2023
37590d2
various improvements
drbenvincent Jul 2, 2023
5d97428
add do operator section + updated plot formatting + do operator prese…
drbenvincent Jul 2, 2023
d6f76af
add references
drbenvincent Jul 2, 2023
42a508c
minor edits
drbenvincent Jul 2, 2023
1bc303b
add more take away lessons at the end of the notebook + add more refe…
drbenvincent Jul 2, 2023
4b30c0c
more maths info about factorising the joint distributions
drbenvincent Jul 3, 2023
f078521
add random seed to all sampling for total reproducibility
drbenvincent Jul 3, 2023
9188d1b
add note to clarify we are not doing inference/estimation
drbenvincent Jul 3, 2023
5189b61
fix typo
drbenvincent Jul 3, 2023
57f9417
pimp the introduction
drbenvincent Jul 3, 2023
74a82de
Add a bunch more intro information
drbenvincent Jul 3, 2023
fe364df
additional explanatory and introductory text
drbenvincent Jul 3, 2023
03a2674
change title
drbenvincent Jul 3, 2023
e47974f
add callout box for the importance of the DAG scripts
drbenvincent Jul 3, 2023
5c48209
better transition to conditional distributions
drbenvincent Jul 3, 2023
de687ea
try to fix links to other pymc-examples notebooks
drbenvincent Jul 3, 2023
66f6bcf
second attempt to fix links to other pymc-examples notebooks
drbenvincent Jul 3, 2023
85d0cf3
third time luck fixing internal links to other pymc-examples
drbenvincent Jul 3, 2023
863ed28
whitebox -> white box
drbenvincent Jul 3, 2023
a26236b
pimp the summary. Add a new tag
drbenvincent Jul 3, 2023
da32bb8
use datasets directly instead of intermediate df conversion
OriolAbril Jul 4, 2023
a5feb7a
Merge pull request #1 from OriolAbril/interventional
drbenvincent Jul 4, 2023
0979a07
rerun notebooks to make tests pass
drbenvincent Jul 4, 2023
0827550
Update examples/causal_inference/interventional_distribution.myst.md
drbenvincent Jul 4, 2023
a7938aa
multiple edits for Oriol
drbenvincent Jul 4, 2023
daab972
wording fix + set hdi_prob=1.0 to avoid truncation in the final plot
drbenvincent Jul 4, 2023
19f3c97
DAGS -> DAGs
drbenvincent Jul 4, 2023
d330a7c
multiple instances of mutilation -> mutation
drbenvincent Jul 4, 2023
876b1ed
remove specific admonition block about pymc_experimental
drbenvincent Jul 4, 2023
9515b61
minor re-wording
drbenvincent Jul 4, 2023
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