Ecosyste.ms: Issues

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GitHub / ccao-data/model-res-avm issues and pull requests

#105 - Add plots to `_model.qmd`

Pull Request - State: closed - Opened by wagnerlmichael about 1 year ago

#104 - Improvements: low hanging fruits

Issue - State: open - Opened by PathosEthosLogos about 1 year ago - 5 comments
Labels: pipeline

#103 - Recode `sv_is_outlier` NAs as `FALSE` in `00-ingest.R`

Issue - State: closed - Opened by wrridgeway about 1 year ago
Labels: pipeline

#102 - Add package dependency note for dvc

Pull Request - State: closed - Opened by wagnerlmichael about 1 year ago

#101 - Align output column types with existing Parquet types

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#100 - Set quarto chunk labels for better progress feedback and debugging #92

Pull Request - State: closed - Opened by Damonamajor about 1 year ago - 1 comment

#99 - Clean up HIE/char data entries in `misc/file_dict.csv`

Pull Request - State: closed - Opened by jeancochrane about 1 year ago

#97 - Fix incorrect data year in ingest stage

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#96 - Fix for column type mismatches in Athena/parquet output

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#95 - Split Quarto doc into sub-document per topic

Pull Request - State: closed - Opened by dfsnow about 1 year ago
Labels: pipeline, reporting

#94 - Programmatically generate tabset panels

Issue - State: closed - Opened by dfsnow about 1 year ago - 1 comment
Labels: reporting

#93 - Duplicate setup method from pipeline in Quarto docs

Pull Request - State: closed - Opened by dfsnow about 1 year ago
Labels: reporting

#92 - Set Quarto chunk labels for better progress feedback and debugging

Issue - State: closed - Opened by dfsnow about 1 year ago - 1 comment
Labels: reporting

#91 - Separate quarto doc into file per topic #74

Pull Request - State: closed - Opened by Damonamajor about 1 year ago

#90 - Update `evaluate` stage to conform to draft ratio stat SOPs

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#89 - Test run note space splitting

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#88 - Add environmental variable inputs/overrides passed via workflow dispatch

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#87 - Add working/partition year for upload

Pull Request - State: closed - Opened by dfsnow about 1 year ago
Labels: pipeline

#86 - Remove `run_type` parameter and standardize toggle names

Pull Request - State: closed - Opened by dfsnow about 1 year ago
Labels: pipeline

#85 - Add map of townhome complex IDs

Issue - State: closed - Opened by dfsnow about 1 year ago - 3 comments
Labels: reporting

#84 - Upgrade to LightGBM 4.2.0

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#83 - Update res model README

Issue - State: closed - Opened by dfsnow about 1 year ago
Labels: documentation

#82 - Add MdAPE helper func, add MdAPE to evaluate stage

Pull Request - State: closed - Opened by wrridgeway about 1 year ago

#80 - Cleanup pipeline bugs and miscellanea

Pull Request - State: closed - Opened by dfsnow about 1 year ago
Labels: pipeline

#79 - Add more model diagnostic plots

Issue - State: closed - Opened by dfsnow about 1 year ago - 4 comments
Labels: reporting

#78 - Test tree visualization packages

Issue - State: open - Opened by dfsnow about 1 year ago - 1 comment
Labels: reporting

#77 - Pull SHAP diagnostic plots from preliminary SHAP report

Issue - State: closed - Opened by dfsnow about 1 year ago - 4 comments
Labels: reporting

#76 - Cleanup Quarto code

Issue - State: closed - Opened by dfsnow about 1 year ago
Labels: reporting

#75 - Replace Quarto setup with `R/setup.R` call

Issue - State: closed - Opened by dfsnow about 1 year ago - 1 comment
Labels: pipeline, reporting

#74 - Separate Quarto doc into file per topic

Issue - State: closed - Opened by dfsnow about 1 year ago
Labels: pipeline, reporting

#73 - Add tables and plots from 2021 reports

Issue - State: closed - Opened by dfsnow about 1 year ago - 2 comments
Labels: reporting

#72 - Add non-SOP MKI to `evaluate` stage

Pull Request - State: closed - Opened by wrridgeway about 1 year ago - 2 comments

#71 - Refactor `assess` and `evaluate` stages for speed

Pull Request - State: closed - Opened by dfsnow about 1 year ago - 1 comment

#70 - Move existing reports into reports/performance.qmd

Pull Request - State: closed - Opened by Damonamajor about 1 year ago - 1 comment

#69 - Add docs explaining how to run the model on GitHub Actions

Pull Request - State: closed - Opened by jeancochrane about 1 year ago

#68 - Move existing reports into `reports/performance.Qmd`

Issue - State: closed - Opened by dfsnow about 1 year ago - 1 comment
Labels: pipeline, reporting

#67 - Add docs for how to run the model on CI

Issue - State: closed - Opened by jeancochrane about 1 year ago
Labels: documentation, pipeline

#66 - Refactor and simplify pipeline

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#65 - Add renv lockfile for development dependencies

Pull Request - State: closed - Opened by dfsnow about 1 year ago

#64 - Set SNS topic env var in `build-and-run-model` workflow container

Pull Request - State: closed - Opened by jeancochrane about 1 year ago

#63 - Model SNS topic notifications are not being sent

Issue - State: closed - Opened by jeancochrane about 1 year ago
Labels: bug

#62 - Generate and publish a quarto doc with performance results on each model run

Pull Request - State: closed - Opened by jeancochrane about 1 year ago - 2 comments

#61 - Update packages, drop unused code, ingest stage running w/o error

Pull Request - State: closed - Opened by wrridgeway about 1 year ago - 1 comment

#60 - Add dispatchable workflow for deleting test model runs

Pull Request - State: closed - Opened by jeancochrane about 1 year ago - 2 comments

#58 - Factor out `deploy` and `cleanup-terraform` into reusable workflows

Pull Request - State: closed - Opened by jeancochrane over 1 year ago - 1 comment

#57 - [Infra updates] Enable EC2 backend for model Batch jobs

Issue - State: closed - Opened by jeancochrane over 1 year ago

#55 - Test the submodels trick for fitting different number of trees using the same hyperparameters

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#54 - Use `workflowsets` + racing to test lots and lots of models and recipes quickly

Issue - State: open - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#53 - Trim the full pipeline package dependencies

Issue - State: closed - Opened by dfsnow over 1 year ago

#52 - Test propensity weights as case weights for ultra high value properties

Issue - State: open - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#50 - Test a homeowner exemption model feature

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: new data/feature

#49 - Try categorical embeddings using the `embed` package

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#48 - Add baseline linear model (`glmnet`)

Issue - State: closed - Opened by dfsnow over 1 year ago
Labels: pipeline

#47 - Update pipeline with convenience functions

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: pipeline

#46 - Revisit using a stacked model with the `stacks` package

Issue - State: open - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#45 - Create Docker images of all old model tags

Issue - State: open - Opened by dfsnow over 1 year ago
Labels: documentation

#44 - Add compiler information to model metadata output table

Issue - State: open - Opened by dfsnow over 1 year ago
Labels: documentation

#43 - Add README links to model benchmarks

Issue - State: closed - Opened by dfsnow over 1 year ago
Labels: documentation

#42 - Comp finder based QC

Issue - State: closed - Opened by dfsnow over 1 year ago
Labels: reporting

#41 - Add comparables finding output to res and condo models `04-interpret` step

Issue - State: closed - Opened by dfsnow over 1 year ago
Labels: pipeline

#40 - Add Median APE as a performance metric

Issue - State: closed - Opened by dfsnow over 1 year ago
Labels: pipeline

#39 - Rebuild model diagnostic reporting using Quarto

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment

#38 - Test racing tuning method from the `finetune` package

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#37 - Try `cubist` model from the `rules` package in tidymodels

Issue - State: closed - Opened by dfsnow over 1 year ago
Labels: method

#36 - Update `tune_bayes()` to use grid search as an entrypoint

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#35 - Improve feature engineering

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#34 - Incorporate 2024 rollover changes to iasWorld

Issue - State: closed - Opened by dfsnow over 1 year ago - 2 comments
Labels: pipeline

#33 - Rewrite model pipelines for speed, simplicity

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: pipeline

#32 - Refactor sales flagging out of model repos

Issue - State: closed - Opened by dfsnow over 1 year ago

#31 - Test xgboost modeling engine

Issue - State: open - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#30 - Add Gini-based performance stats

Issue - State: closed - Opened by dfsnow over 1 year ago
Labels: pipeline

#29 - Test separate single-family and multi-family models

Issue - State: closed - Opened by dfsnow over 1 year ago - 3 comments
Labels: method

#28 - Test a Chicago-only model

Issue - State: closed - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#27 - Add new filters for ingesting sales

Issue - State: closed - Opened by wrridgeway over 1 year ago - 4 comments

#26 - Update the deploy.yaml workflow to run the model on CI

Pull Request - State: closed - Opened by jeancochrane over 1 year ago - 1 comment

#25 - Add Dockerfile and workflow for building and pushing Docker image to GHCR

Pull Request - State: closed - Opened by jeancochrane over 1 year ago - 1 comment

#21 - Add design doc for model deployment pipeline

Pull Request - State: closed - Opened by jeancochrane over 1 year ago - 1 comment

#20 - Switch to `loc_tax_municipality_name` feature in `params.yaml`

Issue - State: closed - Opened by jeancochrane over 1 year ago
Labels: bug

#19 - Draft design doc for 2024 modeling infrastructure

Issue - State: closed - Opened by jeancochrane over 1 year ago - 1 comment

#18 - Use dbt DAG to populate notes in the README feature table

Pull Request - State: closed - Opened by jeancochrane over 1 year ago

#17 - Update to LightGBM 4.2.0

Issue - State: closed - Opened by dfsnow over 1 year ago
Labels: pipeline

#16 - Investigate replacing Lightsnip with bonsai

Issue - State: closed - Opened by dfsnow over 1 year ago - 2 comments
Labels: pipeline

#15 - Improve townhome fuzzy grouping, conditionally add 211s to townhome groups

Issue - State: open - Opened by dfsnow over 1 year ago - 1 comment
Labels: method

#14 - Separate methodology + potential flags for 212s

Issue - State: open - Opened by dfsnow over 1 year ago - 2 comments
Labels: method