DoubleML/doubleml-for-py issues and pull requests

#227 - Remove `apply_crossfitting` and `dml_procedure` options from DoubleML class

Pull Request - State: open - Opened by SvenKlaassen 6 months ago

#226 - Add a DoubleML Framework Class

Pull Request - State: open - Opened by SvenKlaassen 6 months ago

#225 - Restructure doubleml

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

#224 - Add deprecation warnings

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

#223 - fix lpq targets

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

#222 - Rename dummy learners

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

#221 - Introducing External Predictions, Dummy Learners, and Nuisance Estimation Updates

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

#220 - Extend Gate and Cate methods to the PLR Model & Weighted IRM

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

#216 - [Feature Request]: Add Weights to IRM Model for Policy Evaluation

Issue - State: open - Opened by OliverSchacht 9 months ago - 3 comments
Labels: enhancement, new feature

#214 - [Feature Request]: Expose last stage score function estimation

Issue - State: closed - Opened by waaally 10 months ago - 4 comments
Labels: enhancement, new feature

#213 - Fix typo in the doc string

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

#212 - Add Policy Tree class for learning policies based on IRM

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

#211 - Adding Benchmarking for Sensitivity Analysis

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

#209 - [Feature Request]: Request for individual scores from IRM model

Issue - State: closed - Opened by shoepaladin 11 months ago - 2 comments
Labels: enhancement, new feature

#208 - fix install requirements

Pull Request - State: closed - Opened by SvenKlaassen about 1 year ago

#206 - Update Logo in README

Pull Request - State: closed - Opened by SvenKlaassen about 1 year ago

#205 - [Bug]: Multi-treatment data creation bug

Issue - State: closed - Opened by AlejandroTL about 1 year ago - 2 comments
Labels: bug

#204 - Added external predictions for PLR model

Pull Request - State: closed - Opened by JanTeichertKluge about 1 year ago

#203 - CATE with continuous treatment and categorical outcome

Issue - State: open - Opened by hadi-gharibi about 1 year ago - 5 comments

#202 - Extend unit tests and bug fixes

Pull Request - State: closed - Opened by SvenKlaassen about 1 year ago

#201 - Add Sensitivity Analysis

Pull Request - State: closed - Opened by SvenKlaassen about 1 year ago
Labels: new feature

#200 - Add Difference-in-Differences models to DoubleML

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago
Labels: new feature

#199 - increment dev version

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago

#198 - Change Licence to BSD 3-Clause License

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago

#197 - Update setup.py

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago

#196 - Remove changed api decorators

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago

#195 - S qte

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago

#194 - [Feature Request]: Panel data and individual effect control

Issue - State: closed - Opened by zhangc927 over 1 year ago - 7 comments
Labels: enhancement, new feature

#192 - fix targets dtype for IIVM

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago

#191 - Fix targets

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago

#190 - Add clustering for nonlinear scores

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago - 1 comment
Labels: enhancement

#189 - [Feature Request]: Add Clustering for non-linear DML models

Issue - State: closed - Opened by SvenKlaassen over 1 year ago - 1 comment
Labels: enhancement, refactoring

#188 - fix targets, rmse calculation and learner evaluation + add stratification for IRM and IIVM models

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago
Labels: bug, enhancement

#187 - [Bug]: RMSE calculation and nuisance evaluation for IRM models does not account for conditional observations

Issue - State: closed - Opened by SvenKlaassen over 1 year ago
Labels: bug

#186 - Add normalization option for IPW

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago
Labels: enhancement

#185 - Fix for [Bug]: KeyError in DoubleMLPLIV.fit() with multiple instruments and store_predictions=True

Pull Request - State: closed - Opened by vnastl over 1 year ago - 1 comment

#184 - [Bug]: KeyError in DoubleMLPLIV.fit() with multiple instruments and store_predictions=True

Issue - State: closed - Opened by vnastl over 1 year ago - 1 comment
Labels: bug

#183 - Extend Default Setting Unit Tests and check propensities

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago

#182 - Add RMSEs and targets

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago - 1 comment

#181 - Remove workflow for Python 3.6

Pull Request - State: closed - Opened by PhilippBach over 1 year ago

#180 - Failing Jobs for Python 3.6.

Issue - State: closed - Opened by PhilippBach over 1 year ago - 1 comment

#179 - Add Potential Quantiles and Quantile Treatment Effects

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago - 1 comment
Labels: new feature

#178 - increment actions versions

Pull Request - State: closed - Opened by MalteKurz over 1 year ago
Labels: continuous integration

#174 - Python 3.11

Pull Request - State: closed - Opened by MalteKurz over 1 year ago

#173 - An abstract base class for the data backends: DoubleMLBaseData

Pull Request - State: closed - Opened by MalteKurz over 1 year ago

#172 - Fix unit tests

Pull Request - State: closed - Opened by MalteKurz over 1 year ago

#171 - increment dev version

Pull Request - State: closed - Opened by MalteKurz over 1 year ago

#170 - replace sklearn by scikit-learn in requirement and setup file

Pull Request - State: closed - Opened by MalteKurz over 1 year ago

#169 - Add GATE and CATE for IRM models

Pull Request - State: closed - Opened by SvenKlaassen over 1 year ago - 3 comments
Labels: new feature

#168 - Add CodeQL workflow for GitHub code scanning

Pull Request - State: closed - Opened by lgtm-com[bot] over 1 year ago

#167 - default branch was renamed from master to main

Pull Request - State: closed - Opened by MalteKurz over 1 year ago

#166 - Add DFG funding ack

Pull Request - State: closed - Opened by MalteKurz over 1 year ago

#162 - [Bug] DoubleMLPLR.tune return none

Issue - State: closed - Opened by yangfanliang almost 2 years ago - 1 comment

#160 - Bug fix: Overwrite for tune method (introduced for depreciation warning) did not return the tune result

Pull Request - State: closed - Opened by MalteKurz almost 2 years ago
Labels: bug

#159 - Store estimated models for nuisance parameters

Pull Request - State: closed - Opened by MalteKurz almost 2 years ago
Labels: enhancement

#158 - Score mixin classes: `LinearScoreMixin` and `NonLinearScoreMixin`

Pull Request - State: closed - Opened by MalteKurz almost 2 years ago - 8 comments
Labels: new feature, refactoring

#157 - Adding CATE and GATE estimation

Pull Request - State: closed - Opened by SvenKlaassen almost 2 years ago - 2 comments
Labels: new feature

#156 - Adding CATE and GATE within IRM for one variable

Pull Request - State: closed - Opened by CarlesRieraA almost 2 years ago - 2 comments

#155 - [API Documentation]: missing } in the python bib entry

Issue - State: closed - Opened by tmieno2 almost 2 years ago - 1 comment
Labels: documentation

#154 - Increment dev version after release of 0.5.0

Pull Request - State: closed - Opened by MalteKurz about 2 years ago

#153 - Fix #152: Depreciation in sklearn

Pull Request - State: closed - Opened by MalteKurz about 2 years ago

#152 - `PolynomialFeatures.get_feature_names` was depreciated in scikit-learn 1.0

Issue - State: closed - Opened by MalteKurz about 2 years ago

#151 - Adapt nuisance est for `IV-type` score (PLR) & new score `IV-type` for PLIV

Pull Request - State: closed - Opened by MalteKurz about 2 years ago
Labels: enhancement

#150 - [Unit Test Extension]: Extend "default setting unit tests" to methods

Issue - State: closed - Opened by MalteKurz about 2 years ago
Labels: continuous integration, unit tests

#149 - Adapt to sklearn 1.1.0

Pull Request - State: closed - Opened by MalteKurz about 2 years ago
Labels: continuous integration

#148 - Fix some pep8 issues

Pull Request - State: closed - Opened by MalteKurz about 2 years ago
Labels: refactoring

#147 - Adapt the nuisance estimation for the IV type score in the PLR model

Pull Request - State: closed - Opened by MalteKurz about 2 years ago - 1 comment

#145 - Implemenation of Double/debiased machine learning for difference-in-differences models

Pull Request - State: closed - Opened by ShreyDixit over 2 years ago - 11 comments

#144 - Issue in setter of y_col properties for objects of class DoubleMLData: Objects mutate despite the fact that a ValueError was raised

Issue - State: open - Opened by MalteKurz over 2 years ago
Labels: bug, exception handling

#113 - by initializing with nan instead of zero, we no longer get divide by zero warnings when running IRM with ATTE score without cross-fitting

Pull Request - State: closed - Opened by MalteKurz about 3 years ago

GitHub / DoubleML/doubleml-for-py issues and pull requests