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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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Enabled float and int as possible binary treatment encoding options in class `DistanceMatchingEstimator`
#987
AlxndrMlk
closed
1 year ago
0
Fix an import issue with pygraphviz
#986
bloebp
closed
1 year ago
0
Bump word-wrap from 1.2.3 to 1.2.4 in /docs/version_patcher
#985
dependabot[bot]
closed
1 year ago
0
Change default parameter in the intrinsic_causal_influence method
#984
bloebp
closed
1 year ago
0
Reduce flakiness of various GCM unit tests
#983
bloebp
closed
1 year ago
0
GCM - contribution in units instead of variance.
#982
TimKreienkamp
closed
1 year ago
5
Some [source] links in the docs do not work
#981
kbattocchi
opened
1 year ago
2
Make a GCM unit test less flaky
#980
bloebp
closed
1 year ago
0
Add flaky decorator to refutation test
#979
bloebp
closed
1 year ago
0
Bump actions/checkout from 2 to 3
#978
dependabot[bot]
closed
1 year ago
0
Bump abatilo/actions-poetry from 2.0.0 to 2.3.0
#977
dependabot[bot]
closed
1 year ago
0
Bump actions/github-script from 4 to 6
#976
dependabot[bot]
closed
1 year ago
0
Bump actions/stale from 5 to 8
#975
dependabot[bot]
closed
1 year ago
0
Bump actions/setup-python from 2 to 4
#974
dependabot[bot]
closed
1 year ago
0
Create dependabot.yml
#973
bloebp
closed
1 year ago
0
False Backdoor estimand
#972
asha24choudhary
closed
1 year ago
12
Frontdoor estimation is wrong
#971
gabrielgorenroig
closed
9 months ago
3
Add examples from "Causal Inference and Discovery in Python" to the tests to ensure backwards compatibility
#970
AlxndrMlk
opened
1 year ago
6
ImportError: dowhy is no longer a dependency of the main econml package; install econml[dowhy] or econml[all] to require it, or install dowhy separately to use dowhy from econml
#969
Yif18
closed
1 year ago
5
Bump tough-cookie from 4.1.2 to 4.1.3 in /docs/version_patcher
#968
dependabot[bot]
closed
1 year ago
0
Remove kwargs from falsify, improve docstrings
#967
eeulig
closed
1 year ago
0
Natural Direct Effect estimation does not support multiple mediators
#966
DarioSimonato
opened
1 year ago
3
Understanding why train/test split is not necessary even in linear regression
#965
Dan-R-Sco
closed
1 year ago
2
added python 3.11 to github actions and pyproject
#964
amit-sharma
closed
1 year ago
8
Removing autolguon as optional dependency
#963
bloebp
closed
1 year ago
1
docs: add Zethson as a contributor for code
#962
allcontributors[bot]
closed
1 year ago
0
Reliance on deprecated code should be removed / soft-imported
#961
adam2392
closed
1 year ago
1
Unpin scikit-learn
#960
Zethson
closed
1 year ago
3
Unpin numpy
#959
Zethson
closed
1 year ago
7
Unpin numpy
#958
Zethson
closed
1 year ago
1
Understanding the Shapley Value Implemented by the dowhy.gcm.shapley Module
#957
yanmluk
closed
1 year ago
2
Refutation tests of ATE and heterogeneous effect
#956
juandavidgutier
closed
1 year ago
5
Use pandas concat in binarize_discrete
#955
yoshiakifukushima
closed
1 year ago
0
Allow networkx>=3.x(<3.2)
#954
lgautier
closed
1 year ago
3
Estimate refutation throws error: PicklingError: logger cannot be pickled
#953
arainboldt
opened
1 year ago
3
Sometimes happen PerformanceWarning in do_sample.
#952
yoshiakifukushima
closed
1 year ago
3
How do we check if treated and control groups are balanced properly after propensity score weighting?
#951
leechelseahaosin
closed
1 year ago
4
Can refute_graph() check independences that are not conditional?
#950
leechelseahaosin
closed
1 year ago
6
Error handling column names in CIT as used by CausalModel.graph_refute method
#949
arainboldt
opened
1 year ago
0
Bump tornado from 6.2 to 6.3.2
#948
dependabot[bot]
closed
1 year ago
0
Bump requests from 2.28.2 to 2.31.0
#947
dependabot[bot]
closed
1 year ago
1
Mediation analysis and (likely) IV bug
#946
jcreinhold
opened
1 year ago
1
Bump mpmath from 1.2.1 to 1.3.0
#945
dependabot[bot]
closed
1 year ago
0
KL Divergence: what is a good value for the estimate using sample drawn from the causal graph and observed data?
#944
pvizan-artefact
closed
1 year ago
2
Proposal: Finalize functional API refactor - deprecate causal graph
#943
bloebp
closed
9 months ago
9
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
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