py-why/EconML issues and pull requests

#930 - Multiple Treatments with Econml

Issue - State: open - Opened by turankeles about 19 hours ago

#929 - fix `dowhy_` not existance issue

Pull Request - State: open - Opened by louis-she 5 days ago - 1 comment

#928 - [pre-commit.ci] pre-commit autoupdate

Pull Request - State: open - Opened by pre-commit-ci[bot] 7 days ago

#927 - Enable Discrete Outcomes w/ RScorer

Pull Request - State: open - Opened by jakepenzak 12 days ago

#926 - How to use LinearDML and causalforestDML to get CATE

Issue - State: open - Opened by GladysKao 20 days ago - 5 comments

#925 - Update MacOS version for CI

Pull Request - State: closed - Opened by kbattocchi 26 days ago - 1 comment

#924 - How to handle multi-treatment use-case with DynamicDML?

Issue - State: open - Opened by meprem about 1 month ago

#923 - Fix coverage upload

Pull Request - State: closed - Opened by kbattocchi about 2 months ago

#922 - Verbose logging in LinearDML and SparseLinearDML

Issue - State: open - Opened by carl-offerfit about 2 months ago - 3 comments

#921 - CATE Estimation for with multiple features

Issue - State: closed - Opened by vnwbd about 2 months ago - 1 comment

#920 - "Fixes linear DRIV shape inconsistency"

Pull Request - State: closed - Opened by ssemov 3 months ago - 6 comments

#919 - added warning message and test for issue #837

Pull Request - State: open - Opened by ronikobrosly 3 months ago - 3 comments

#918 - How to save model to PMML

Issue - State: open - Opened by lppppppf 3 months ago - 1 comment

#917 - [pre-commit.ci] pre-commit autoupdate

Pull Request - State: closed - Opened by pre-commit-ci[bot] 3 months ago

#916 - Update README information

Pull Request - State: closed - Opened by kbattocchi 3 months ago

#915 - Output the intercept value in CausalForestDML

Issue - State: open - Opened by zcrong811 3 months ago

#914 - Is there an equivalent to `get.forest.weights()` from the `grf` R package?

Issue - State: open - Opened by RodrigoGrijalba 3 months ago

#913 - Unable to run tests

Issue - State: open - Opened by ronikobrosly 3 months ago - 2 comments

#912 - ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (shap)

Issue - State: open - Opened by cccchou 3 months ago - 3 comments

#911 - add compiled .c files to .gitignore

Pull Request - State: closed - Opened by vojavocni 3 months ago

#910 - [pre-commit.ci] pre-commit autoupdate

Pull Request - State: closed - Opened by pre-commit-ci[bot] 4 months ago

#909 - Disable Python 3.13 when building wheels for CI

Pull Request - State: closed - Opened by kbattocchi 4 months ago

#908 - ForestDRLearner : outcome binary and treatement is discret ( 3 values)

Issue - State: open - Opened by Xela06-mjt 4 months ago - 2 comments

#907 - XgBoost as nuisance model in DML learners (categorical features)

Issue - State: open - Opened by erasedcitizen11 4 months ago - 3 comments

#906 - fix bug in check_high_dimensional

Pull Request - State: closed - Opened by itamarfaran 4 months ago - 2 comments

#905 - Bug when passing featurizer that requires more than 1 row in SparseLinearDrLearner

Issue - State: open - Opened by itamarfaran 4 months ago - 1 comment

#904 - criterion in grf.CausalForest

Issue - State: closed - Opened by hila-de-moon 4 months ago - 1 comment

#903 - Inquiry About Confidence Interval Type in .effect_inference Method

Issue - State: closed - Opened by lzy318 4 months ago - 2 comments

#902 - Enable pre-commit hooks

Pull Request - State: closed - Opened by kbattocchi 4 months ago - 1 comment

#901 - Switch from pycodestyle to ruff

Pull Request - State: closed - Opened by kbattocchi 4 months ago

#900 - Error of crossfit folds splits with DynamicDML

Issue - State: open - Opened by juandavidgutier 4 months ago - 2 comments

#899 - Fix ATE bounds frequency

Pull Request - State: closed - Opened by kgao 4 months ago

#898 - ModuleNotFoundError: No module named 'econml.dynamic'

Issue - State: open - Opened by zkangqiao 5 months ago - 1 comment

#897 - DeepIV.fit with Inference='bootstrap' throws error

Issue - State: open - Opened by km-Poonacha 5 months ago

#896 - oob_predict_interval: request to add functionality for prediction of out-of-bag confidence intervals

Issue - State: open - Opened by 4Freye 5 months ago

#895 - V0.15.0 runs hours longer than V0.14.0

Issue - State: open - Opened by Jiaqi-ads 5 months ago - 3 comments

#894 - Fix documentation publishing workflow

Pull Request - State: closed - Opened by kbattocchi 5 months ago

#893 - Causal Forest DML has very wide confidence interval

Issue - State: open - Opened by silulyu 5 months ago

#892 - Support scikit-learn 1.5.0

Issue - State: open - Opened by imatiach-msft 5 months ago

#891 - Minor fixes

Pull Request - State: open - Opened by kbattocchi 5 months ago - 3 comments

#890 - Support numpy 2.0

Issue - State: open - Opened by kbattocchi 5 months ago - 1 comment
Labels: help wanted

#889 - Migrate DeepIV to new TensorFlow API or PyTorch

Issue - State: open - Opened by kbattocchi 5 months ago - 3 comments
Labels: help wanted

#888 - Why Shape of Y in Causal Forest notebook is 1000*1000

Issue - State: open - Opened by silulyu 6 months ago - 2 comments

#887 - How can I calculate the treatment effect function in a double machine learning model?

Issue - State: open - Opened by Wangpc-972 6 months ago - 1 comment

#886 - Reduce residual confounding in time series

Issue - State: open - Opened by juandavidgutier 7 months ago

#885 - Avoid double impurity calculation inside criterion.pyx in tree module

Pull Request - State: open - Opened by gdaiha 7 months ago - 1 comment

#884 - Questions about econml and CausalForestDML

Issue - State: open - Opened by benTC74 7 months ago

#883 - High memory footprint for big dataframes in CausalForest model

Issue - State: open - Opened by gabrieldaiha 7 months ago - 3 comments

#882 - Work around merge failures in subsequent CI attempts

Pull Request - State: open - Opened by kbattocchi 7 months ago

#881 - DML discrete outcome

Issue - State: open - Opened by nicolavizioli 7 months ago - 1 comment

#880 - Fix macos builds

Pull Request - State: closed - Opened by kbattocchi 7 months ago

#879 - Optimizing NormalInferenceResults confidence interval method speed

Pull Request - State: closed - Opened by gdaiha 7 months ago - 3 comments

#878 - Calculation of confidence intervals in NormalInferenceResults becomes very slow when passing big dataframes

Issue - State: closed - Opened by gdaiha 7 months ago - 2 comments

#877 - Confounder adjusting before applying the ITE model to observational data

Issue - State: open - Opened by YeechingTiger 7 months ago

#876 - Raise threshold to lower the failure rate for rootpehe value assertion.

Pull Request - State: closed - Opened by kgao 8 months ago

#875 - DRtester does not work for binary treatment AND binary outcome

Issue - State: open - Opened by yanisvdc 8 months ago - 5 comments

#874 - Questions regarding DRPolicyForest results

Issue - State: open - Opened by lee-uidam 8 months ago - 2 comments

#873 - Reproducible error: SHAP ExplainerError: Additivity check failed in TreeExplainer

Issue - State: open - Opened by yanisvdc 8 months ago - 4 comments

#872 - Fix `shap_values` compatibility with shap>=0.43.0 by adjusting `check_additivity` parameter handling for `TreeExplainer`

Pull Request - State: closed - Opened by jcreinhold 8 months ago - 2 comments

#871 - Converting to Python object not allowed without gil

Issue - State: open - Opened by forestqin 8 months ago - 1 comment

#870 - How to get the Confidence Interval for ATE instead of CATE

Issue - State: open - Opened by ludovico-lanni 8 months ago - 1 comment

#869 - Individual Treatment Effects

Issue - State: open - Opened by PrannoyLFC 8 months ago - 2 comments

#868 - A column-vector y was passed when a 1d array was expected (however, y is already a 1d array)

Issue - State: open - Opened by yanisvdc 8 months ago - 1 comment

#867 - Fix the test_accuracy function by modifying the assertion logic

Pull Request - State: closed - Opened by kgao 8 months ago - 1 comment

#866 - `shap_values` for tree-based models doesn't set `check_additivity=False` as expected

Issue - State: closed - Opened by jcreinhold 8 months ago - 3 comments

#865 - [Bug] fit_cate_incercept argument in econml.dml.DML does not add intercept correctly

Issue - State: closed - Opened by julioasotodv 8 months ago - 5 comments

#864 - Typo fixes

Pull Request - State: closed - Opened by alexmalins 8 months ago

#863 - Update Azure login to make it compatible with OpenID Connect

Pull Request - State: closed - Opened by kbattocchi 8 months ago

#862 - Confidence Interval for categorical outcome

Issue - State: open - Opened by ellpri 8 months ago - 3 comments

#861 - Build updates

Pull Request - State: closed - Opened by kbattocchi 9 months ago

#860 - Inconsistent ATE estimation

Issue - State: closed - Opened by ellpri 9 months ago - 3 comments

#859 - DynamicDML() issue: AttributeError: Provided crossfit folds contain training splits that don't contain all treatments DynamicDML

Issue - State: open - Opened by samanbanafti 9 months ago - 5 comments

#858 - Will DRIV be able to support multiple treatments via multiple instruments?

Issue - State: open - Opened by xiaolealyssaliu 9 months ago

#857 - Is a feature engineered from treatment T another treatment to consider for CATE?

Issue - State: open - Opened by kalel1976x 9 months ago

#856 - Inconsistent behavior between dowhy wrapper and wrapped model

Issue - State: open - Opened by kbattocchi 9 months ago

#855 - Fix needs_fit logic for model selection with a fixed model

Pull Request - State: closed - Opened by kbattocchi 9 months ago

#854 - [Blocking issue] ValueError: need at least one array to concatenate

Issue - State: open - Opened by Advitya17 9 months ago - 6 comments

#853 - Discrepancy between 0.14.1 and 0.15.0

Issue - State: closed - Opened by winston-zillow 9 months ago - 2 comments

#852 - DRtester error either with CausalForestDML or with pandas dataframes (or both?) ?

Issue - State: open - Opened by divyadev-vinted 9 months ago - 2 comments
Labels: up for grabs

#851 - Importing overrides logging.basicConfig

Issue - State: open - Opened by Ftrejo23 10 months ago - 1 comment

#850 - Prepare 0.15.0 release

Pull Request - State: closed - Opened by kbattocchi 10 months ago

#849 - Include moderators that are no confounders

Issue - State: open - Opened by FlorianNachtigall 10 months ago - 1 comment

#848 - Improve model selection

Pull Request - State: closed - Opened by kbattocchi 10 months ago - 2 comments

#847 - High dimensional categorical confounders (W)

Issue - State: closed - Opened by suryadipta 10 months ago - 3 comments

#846 - Make federation opt in, plus misc. fixes

Pull Request - State: closed - Opened by kbattocchi 10 months ago - 1 comment

#845 - Preprocess compositional data

Issue - State: closed - Opened by Leo-T-Zang 10 months ago - 3 comments

#844 - MSZoning_FV<=0.5?

Issue - State: open - Opened by mihailovvg 10 months ago

#843 - Error importing from econml.dml

Issue - State: open - Opened by UmaVijh 10 months ago - 2 comments

#842 - Question on Inference Method & Marginal ATE vs ATE

Issue - State: open - Opened by titubs 10 months ago - 3 comments

#841 - Save notebook outputs during CI

Pull Request - State: closed - Opened by kbattocchi 10 months ago

#840 - CATE validation - uplift uniform confidence bands

Pull Request - State: closed - Opened by amarvenu 10 months ago

#839 - Plots for continuous treatment (observational data) not displaying

Issue - State: closed - Opened by suryadipta 10 months ago - 2 comments

#838 - CausalForestDML to get ate and ate confidence interval on training data

Issue - State: closed - Opened by DailiZhang2010 11 months ago - 2 comments

#837 - NonParamDMLIV sometimes ZeroDivisionError

Issue - State: open - Opened by fverac 11 months ago - 3 comments

#836 - CATE uplift validation methods

Pull Request - State: closed - Opened by amarvenu 11 months ago - 2 comments

#835 - Iinterference and/or spillover effect

Issue - State: open - Opened by juandavidgutier 11 months ago

#834 - SHAP Values and DynamicDML yields IndexError: list index out of range

Issue - State: open - Opened by nmwitzig 11 months ago

#833 - Can we compare model.score_ values across different model types? (DML, DRL, linear vs forests, etc.)

Issue - State: open - Opened by dclengacher 12 months ago

#832 - How to add hierarchical/multi-level model aspects to Multi-Investment Attribution Case Study

Issue - State: open - Opened by dclengacher 12 months ago

#831 - Corrected a typo in dml.rst

Pull Request - State: closed - Opened by star1327p 12 months ago - 1 comment

GitHub / py-why/EconML issues and pull requests