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py-why
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dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
https://www.pywhy.org/dowhy
MIT License
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Bump tensorflow from 2.11.0 to 2.11.1
#908
dependabot[bot]
closed
1 year ago
2
Add catboost encoder for modeling FCMs in gcm module
#907
bloebp
closed
1 year ago
2
DataFrame with matched controls
#906
peisenha
closed
1 year ago
2
Fix broken links to license
#905
kbattocchi
closed
1 year ago
0
module 'dowhy.gcm' has no attribute 'fit_and_compute'
#904
Mrzhangxiaohua
closed
1 year ago
4
Make a gcm fcm unit test less flaky
#903
bloebp
closed
1 year ago
0
Fix typo in 'autogluon.py' module name
#902
bloebp
closed
1 year ago
0
Add flaky flag to a gcm unit test
#901
bloebp
closed
1 year ago
0
Revise gcm Shapley estimator
#900
bloebp
closed
1 year ago
0
Revise early stopping convergence critera for Shapley value estimator
#899
bloebp
closed
1 year ago
0
Change default parameter of the ICC method
#898
bloebp
closed
1 year ago
2
Revise gcm Shapley estimator
#897
bloebp
closed
1 year ago
0
Change default parameter for estimating continous KL divergence
#896
bloebp
closed
1 year ago
0
Fix bug in gcm is_probability_matrix function
#895
bloebp
closed
1 year ago
0
Revise gcm arrow strength
#893
bloebp
closed
1 year ago
0
Add and remove some unit tests in gcm module
#892
bloebp
closed
1 year ago
2
Get "fitted causal model" from EconML to do further analysis after dowhy model.estimate_effect
#891
yiwei-ang
closed
1 year ago
4
Only one CATE value is recorded from EconML.
#890
yiwei-ang
closed
1 year ago
1
Renaming gcm feature.py module to feature_relevance.py
#889
bloebp
closed
1 year ago
0
Add a new paramter to fit_and_compute for confidence intervals
#888
bloebp
closed
1 year ago
0
`adjacency_matrix_to_graph` fails to add all edges when `adjacency_matrix` is of type `np.matrix`
#887
jcreinhold
closed
3 months ago
1
Fix an issue with kernel_based test in gcm when the data is almost constant
#886
bloebp
closed
1 year ago
0
Add unit test for gcm config
#885
bloebp
closed
1 year ago
1
Change one-hot-encoding behaviour in gcm module
#884
bloebp
closed
1 year ago
0
Causal Discovery Algorithms and ATE (Bias)
#883
elakhatibi
closed
1 year ago
4
Revise user guide entry for intrinsic causal influence
#882
bloebp
closed
1 year ago
1
fix: bug (#879) and addition of some features
#881
Klesel
closed
1 year ago
5
Confounder identification and 'exhaustive-search'
#880
soya-beancurd
closed
1 year ago
2
Bootstrap-based results are ambiguous
#879
Klesel
opened
1 year ago
2
Is re-specifying the estimator necessary? Possible redundancy in `.estimate_effect()` when estimating effects on new data in DoWhy 0.9
#878
AlxndrMlk
closed
1 year ago
3
(Fix #876) dataset: Allow for non-scalar beta and make num_treatments optional
#877
vspinu
closed
1 year ago
4
linear_dataset does not accept list or np.ndarray beta inputs
#876
vspinu
closed
1 year ago
1
Revise attributing distributional changes user guide entry
#875
bloebp
closed
1 year ago
0
Bump werkzeug from 2.2.2 to 2.2.3
#874
dependabot[bot]
closed
1 year ago
3
Offer a test option to run tests without notebooks
#873
petergtz
closed
1 year ago
1
Small cleanups
#872
petergtz
closed
1 year ago
2
Move test_significance from estimator property to estimate_effect parameter?
#871
petergtz
opened
1 year ago
5
Revise gcm user guide entry for counterfactuals
#870
bloebp
closed
1 year ago
0
docs: add MFreidank as a contributor for code
#869
allcontributors[bot]
closed
1 year ago
0
Categorical confounders
#868
barbarlo
closed
1 year ago
2
Revise arrow strength user guide
#867
bloebp
closed
1 year ago
0
ImportError: cannot import name 'AutoIdentifier' from 'dowhy.causal_identifier'
#866
uvnikgupta
closed
1 year ago
2
Error while defining beta parameter during data generation
#865
Asha-Choudhary
closed
1 year ago
1
Causal Effect of confounder on outcome
#864
Asha-Choudhary
closed
1 year ago
3
Bump ipython from 8.9.0 to 8.10.0
#863
dependabot[bot]
closed
1 year ago
0
Rename remaining gcm unit tests
#862
bloebp
closed
1 year ago
0
Add parameter in bar_plot to sort names alphabetically
#861
bloebp
closed
1 year ago
0
Make approx indep test with random seed less flaky
#860
bloebp
closed
1 year ago
0
The direction of the graph's edges seems not right
#859
lx2m17
opened
1 year ago
3
Seasonality and Causal effects in GCM
#858
nsankar
closed
1 year ago
2
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