causalml

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When performing matching using NearestNeighborMatch could we have access to the matched indices via a class attribute? Something of the sort: psm = NearestNeighborMatch.match(df) psm.matched_indexes_

miguelince

build issue for py39

2

**Describe the bug** Install issues arise when using `environment-py39.yml`. **To Reproduce** See build summary at: https://github.com/ras44/causalml/actions/runs/5544780649

ras44

**Is your feature request related to a problem? Please describe.** Using large dataset to train uplift models like dr_learner or causalforest is quite slow and often we need to add...

evelynjin990

CausalRandomForestRegressor with causal_mse predicts to inf on data with nuisance

8

**Describe the bug** After training the `CausalRandomForestRegressor` with criterion `causal_mse` on data with nuisance, many of the predicted ITE values are `inf`. **To Reproduce** I changed the [causal trees with...

winston-zillow

UpliftRandomForestClassifier Model object cannot be pickled when saving as joblib

2

UpliftRandomForestClassifier Model object cannot be pickled when saving as joblib. There seems to be no way to save UpliftRandomForestClassifier Model object

maheshv26

Reduce number of 3rd party packages required for a prediction-only setup

5

My use case is that I'm running a trained `causalml` model in a server. I'm done with analysis, hyperopt, visualization, ... all that isn't necessary any more. So I pickled...

a-recknagel

uplift p_value is NAN

4

This uplift p_value is nan occurs when using UpliftTreeClassifier,why?

yanduoduan

binary incompatibility. Expected 352 from C header, got 328 from PyObject

3


CoteDave

When add the Honest Tree to the CausalTreeRegressor?

1

Hi,@alexander-pv. Do you have any plans to add the Honesty Tree to the CausalTreeRegressor?

yhxu03993

Can CausalTreeRegressor be used for multi treatment group?

1

Hi , I wonder CausalTreeRegressor still works for multi treatment group. I am doing a uplift model, but in my dataset, the column 'conversion' is continuous values and the column...

pangpang97