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ccao-data
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model-res-avm
Automated valuation model for all class 200 residential properties in Cook County (except vacant land and condos)
GNU Affero General Public License v3.0
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Construct new modeling features
#155
dfsnow
closed
8 months ago
0
Debug `aws.s3` and `paws::s3` file download speed
#154
dfsnow
closed
5 months ago
1
Cutover to 2024 data/model
#153
dfsnow
closed
8 months ago
0
Cleanup model performance Quarto doc
#152
dfsnow
closed
8 months ago
0
Fix Quarto nitpicks
#151
Damonamajor
closed
9 months ago
0
Add dynamic triad and reduce number of columns in Removed outliers and Kept outliers
#150
wagnerlmichael
closed
9 months ago
0
Add lorenz curve plots
#149
Damonamajor
closed
9 months ago
0
Add dist to secondary road and new airport noise features
#148
wrridgeway
closed
9 months ago
2
Add Home improvement exemption status as model feature
#147
wrridgeway
closed
9 months ago
1
Add linear baseline model
#146
dfsnow
closed
9 months ago
1
Add dynamic beeswarm plot generation per township
#145
wagnerlmichael
closed
9 months ago
1
Join nbhd land rates by class in addition to nbhd code
#144
wrridgeway
closed
9 months ago
0
Join land rates to assessment data by class in `assess` and `export` stages
#143
wrridgeway
closed
9 months ago
0
Questions Tall and Small
#142
JohnSparks2024
closed
6 months ago
9
Add `ccao_is_corner_lot` feature to pipeline ingest
#141
wrridgeway
closed
9 months ago
0
Add corner lot indicator to pipeline ingest
#140
wrridgeway
closed
9 months ago
0
Recode `sv_is_outlier` NAs as `FALSE` in `00-ingest.R`
#139
wrridgeway
closed
9 months ago
0
Add prior YoY change plots
#138
dfsnow
closed
9 months ago
1
Add Lorenz curve plots
#137
dfsnow
closed
9 months ago
0
Quarto nitpicks
#136
dfsnow
closed
9 months ago
1
Test results for "1 std. dev." rule
#134
dfsnow
closed
7 months ago
1
Refactor Quarto output to support multiple docs
#133
dfsnow
closed
9 months ago
0
Fix `num_iterations` parameter treatment
#132
dfsnow
closed
9 months ago
0
Fix year in complex IDs
#131
Damonamajor
closed
9 months ago
0
Add 2021 plots
#130
Damonamajor
closed
9 months ago
1
Dmajor prior near yoy change pct` neighborhood map and chart (issue #124)
#129
Damonamajor
closed
9 months ago
0
Improve shap conditional for reports
#128
wagnerlmichael
closed
9 months ago
0
Individual case study diagnostics
#127
dfsnow
closed
8 months ago
10
Add model cards to document our model API endpoints
#126
dfsnow
closed
6 months ago
1
Check out replacing our model deployment with the `pins` package
#125
dfsnow
closed
6 months ago
1
`prior_near_yoy_change_pct` neighborhood map and chart
#124
wrridgeway
closed
9 months ago
0
Add tableau plots
#123
wagnerlmichael
closed
9 months ago
2
Add more model diagnostic plots
#122
Damonamajor
closed
9 months ago
0
Ensure the report is parameterized to switch over when the year/triad is updated
#121
wrridgeway
closed
9 months ago
0
Add conditional logic to exclude SHAP/comps content
#120
wrridgeway
closed
9 months ago
0
Add map of townhome complex IDs
#119
Damonamajor
closed
9 months ago
4
Cleanup quarto code
#118
wrridgeway
closed
9 months ago
0
Test feature transformations
#117
dfsnow
closed
8 months ago
0
Switch cross-validation to V-fold instead of time-based
#116
dfsnow
closed
9 months ago
1
Test tuning race, submodel trick
#115
dfsnow
closed
9 months ago
0
Use Iwalk method to programmatically generate tabstats
#114
Damonamajor
closed
9 months ago
0
Add new verbosity parameter for `control_bayes()`
#113
dfsnow
closed
9 months ago
0
Bump vCPUs used by Batch runner and switch to EC2 backend
#112
dfsnow
closed
9 months ago
0
Improve feature selection
#111
dfsnow
closed
8 months ago
2
Add newly collected data as features
#110
dfsnow
closed
9 months ago
6
Add check to make sure input and output data match upon model report generation
#109
wagnerlmichael
closed
9 months ago
0
Add workflow toggles for more model run features
#108
dfsnow
closed
9 months ago
0
Update reports readme
#107
wrridgeway
closed
6 months ago
1
Update `interpret` pipeline stage to optionally generate leaf node comps for all properties
#106
jeancochrane
closed
8 months ago
2
Add plots to `_model.qmd`
#105
wagnerlmichael
closed
9 months ago
0
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