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add missigness abstraction, build and evaluate causal model with missigness #136

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add missigness abstraction, build and evaluate causal model with missigness #136

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rfl-urbaniak
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@rfl-urbaniak rfl-urbaniak commented Jul 19, 2024 •
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  • state: logistic abstraction done, pure missingess model done and tested on synthetic data
  • to factor out: logistic abstraction
  • todos: process real data for the missingness model, expand the model to match it, evaluate its performance; if successful move to incorporating missingness mechanism into a larger causal model

@rfl-urbaniak
modeling in progress
2e522e2
@rfl-urbaniak
first pass at analysis
e5e32af
@rfl-urbaniak
first linear model
2479e6e
@rfl-urbaniak
allow null predictor groups in SimpleLinear
d8ef493
@rfl-urbaniak
refactoring zoning
6fd838e
@rfl-urbaniak
simple linear with tests
e3459d5
@rfl-urbaniak
left shape padding of objects_cat_weighted added
703f8e2
@rfl-urbaniak
tested on extraneous data
d2653b1
@rfl-urbaniak
debugging eval wip
7af6a82
@rfl-urbaniak
evvaluation
b339512
@rfl-urbaniak
clean zoning data notebook
e4db7ef
@rfl-urbaniak
zoning model
4eaaa9a
@rfl-urbaniak
refactored zoning notebooks
3bd1365
@rfl-urbaniak
format lint
a5ed053
@rfl-urbaniak
todo about mypy in simple_linear
e68d51e
@rfl-urbaniak
interactions done
74d6be0
@rfl-urbaniak
cleaned up
e3a2e89
@rfl-urbaniak
Andy's comments
411989c
@rfl-urbaniak
dealing with mwc in progress
b559c04
@rfl-urbaniak
predictive with mwc working
9e604e8
@rfl-urbaniak
register input
26a9eb1
@rfl-urbaniak
categorical WIP
64788ab
@rfl-urbaniak
change vis of interactions
5b957a1
@rfl-urbaniak
cleanup
85b4b2e
@rfl-urbaniak
Merge pull request #125 from BasisResearch/ru-simplify-plate-behavior
a3f91a9 
Simplify plate behavior
@rfl-urbaniak
changed chirho to github source
e709156
@rfl-urbaniak
format, test change chirho ref in setup
3e3fe1a
@rfl-urbaniak
cleanup
1c1801e
@rfl-urbaniak
bump pyro to 1.8.6 as required by chirho
195b199
@rfl-urbaniak
suspend mypy lines in simple_linear
a86ef65
rfl-urbaniak added 23 commits July 8, 2024 12:57
@rfl-urbaniak
zoning model with viz
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@rfl-urbaniak
zoning causal model notebook
edd7731
@rfl-urbaniak
dags and gitignore cleanup
ad0f78a
@rfl-urbaniak
notebook revised
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@rfl-urbaniak
added smoke testing to notebook
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@rfl-urbaniak
add smoke test to zoning_unit_model.ipynb
3875ff5
@rfl-urbaniak
removed irrelevant files
eccbe4f
@rfl-urbaniak
format, lint
9b05113
@rfl-urbaniak
removed redundant notebooks
b01e2f6
@rfl-urbaniak
clean notebooks
51092da
@rfl-urbaniak
removed irrelevant tests for simple linear
1f1d909
@rfl-urbaniak
added distance to DistanceCausalModel
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@rfl-urbaniak
distance causal model
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@rfl-urbaniak
zoning query WIP
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@rfl-urbaniak
exporting predictor object
88cb07d
@rfl-urbaniak
preds for frontent, first pass
f456dd9
@rfl-urbaniak
added preds zip
ae84f56
@rfl-urbaniak
black notebooks
1eb253e
@rfl-urbaniak
minor
bb4981f
@rfl-urbaniak
update refs to PredictiveModel
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@rfl-urbaniak
minimal missingness model
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@rfl-urbaniak
missingness only model performance on synthetic data tested
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@rfl-urbaniak
logistic component abstraction and missingness model performance on s…
07583aa 
…ynthetic data tested
@rfl-urbaniak
missingness only model performance on synthetic data tested
2640989 
logistic component abstraction and missingness model performance on synthetic data tested

minimal missingness data processed

missingness accuracy eval

values_long to gigtignore, missingness model tested

Remove large file from latest commit

add values to gitignore
@rfl-urbaniak
Merge branch 'ru-missingness-model' of https://github.com/BasisResear…
3f14e45 
…ch/cities into ru-missingness-model
@rfl-urbaniak
census tract mappings in gitignore
364a222
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Superseded by ru-tracts-model.

@rfl-urbaniak rfl-urbaniak deleted the ru-missingness-model branch November 15, 2024 09:25
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