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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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Update to latest version without GCM module
#942
SimuPig
closed
1 year ago
4
Support for networkx > 3.x
#941
Zethson
closed
1 year ago
7
Problem with refute_graph
#940
juandavidgutier
closed
1 year ago
4
GCM Intrinsic Causal Influence/ Contribution interpretation
#937
Sidcito
closed
1 year ago
5
Support for Pandas 2.x
#936
Zethson
closed
1 year ago
6
Vectorize matching and ATE computation to speed up computation
#935
jcreinhold
opened
1 year ago
0
CATE-specific refutation
#934
jguski
closed
1 year ago
2
Refactor graph.py, fcms.py and cms.py in gcm module
#932
bloebp
closed
1 year ago
1
Fix flaky refute unit test by increasing sample size
#931
bloebp
closed
1 year ago
0
Add method and example to falsify a user-given DAG using a permutation-based test
#930
eeulig
closed
1 year ago
1
Understanding the relationship between refutation test significance, and whether that means the result is valid.
#929
drawlinson
closed
1 year ago
2
Multiclass outcome, binary treatment, and mixed (binary and continuous) confounders
#927
duhirwe
opened
1 year ago
0
Adding general version of CACM
#925
jivatneet
closed
1 year ago
0
Is there a way to view the propensity_score column in the data used to estimate effect?
#924
zahs123
closed
1 year ago
2
Correct import name for autogluon
#922
bloebp
closed
1 year ago
0
Revise plotting functions
#921
bloebp
closed
1 year ago
0
Update README.rst
#920
emrekiciman
closed
1 year ago
0
Fix auto assign model unit test
#918
bloebp
closed
1 year ago
0
docs: add sgrimbly as a contributor for code
#917
allcontributors[bot]
closed
1 year ago
0
Improve flakiness of power of regression based independence test
#916
bloebp
closed
1 year ago
0
Turn off bootstrap run by default in KCI test
#915
bloebp
closed
1 year ago
0
Revise gcm regression_based independence test
#914
bloebp
closed
1 year ago
0
Add method to estimate ICC for single samples
#913
bloebp
closed
1 year ago
1
Speed-up evaluation of gcm classifier models
#912
bloebp
closed
1 year ago
0
Change default parameters in attribute_anomalies
#911
bloebp
closed
1 year ago
0
Fix bug in Shapley estimator
#910
bloebp
closed
1 year ago
5
Refute data subset refuter
#909
alexanderajju
closed
1 year ago
2
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
1 month 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
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