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.github causalml docs _static/img examples Makefile about.rst causalml.rst changelog.rst conf.py environment-py38-rtd.yml examples.rst index.rst installation.rst interpretation.rst methodology.rst quickstart.rst references.rst refs.bib requirements.txt validation.rst tests .gitignore .readthedocs.yml...
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英文原文来自github.com/uber/causalm,或可参考Causal ML。 Causal ML: 用于使用机器学习进行增益建模和因果推理的Python包 CausalML是一个Python包,它使用基于最近研究的机器学习算法提供了一套增益建模(uplift modeling)和因果推理(causal inference)方法[1]。它提供了一个标准界面,允许用户根据实验或观察数据估计条件...
$ git clone https://github.com/uber/causalml.git $ cd causalml/envs/ $ conda env create -f environment-py38.yml # for the virtual environment with Python 3.8 and CausalML $ conda activate causalml-py38 (causalml-py38) Installcausalmlwithtensorflow ...
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c7d5e30 .github causalml docs _static Makefile about.rst causalml.rst changelog.rst conf.py environment-py38-rtd.yml examples.rst index.rst installation.rst interpretation.rst methodology.rst references.rst refs.bib requirements.txt validation.rst ...
$ git clone https://github.com/uber/causalml.git $ cd causalml $ python setup.py build_ext --inplace $ python setup.py install Quick Start Average Treatment Effect Estimation with S, T, X, and R Learners from causalml.inference.meta import LRSRegressor from causalml.inference.meta impo...
CausalML/DeepGMMPublic NotificationsYou must be signed in to change notification settings Fork9 Star33 master 1Branch0Tags Code Folders and files Name Last commit message Last commit date Latest commit awbennett Merge branch 'master' ofhttps://github.com/CausalML/DeepGMM ...