Double Machine Learning for Observational Panel Data: A look at the Impact of Peace Deals on Violence This project looks to find the true causal effect of peace agreements on the intensity of violence, using Double Machine Learning (DML) to control for confounders and handle high-dimensional pane...
DoubleML - Double Machine Learning in Python Python538BSD-3-Clause8018(3 issues need help)3UpdatedFeb 5, 2025 doubleml-coveragePublic Coverage Simulations for DoubleML package Python7BSD-3-Clause110UpdatedFeb 5, 2025 doubleml.github.ioPublic ...
Basic Machine Learning and Deep Learning. Contribute to DoubleYing/MachineLearning development by creating an account on GitHub.
Machine Learning擅长给出精准的预测,而经济学更注重特征对目标影响的无偏估计。DML把经济学的方法和机器学习相结合,在经济学框架下用任意的ML模型给出特征对目标影响的无偏估计 HTE其他方法流派详见 因果推理的春天-实用HTE论文GitHub收藏 核心论文 V. Chernozhukov, D. Chetverikov, M. Demirer, E. Duflo, C. ...
Machine Learning擅长给出精准的预测,而经济学更注重特征对目标影响的无偏估计。DML把经济学的方法和机器学习相结合,在经济学框架下用任意的ML模型给出特征对目标影响的无偏估计 HTE其他方法流派详见因果推理的春天-实用HTE论文GitHub收藏 核心论文 V. Chernozhukov, D. Chetverikov, M. Demirer, E. Duflo, C. Han...
code coverage for unit tests on github actions Jan 22, 2021 DoubleML - Double Machine Learning in R The R packageDoubleMLprovides an implementation of the double / debiased machine learning framework ofChernozhukov et al. (2018). It is built on top ofmlr3and themlr3 ecosystem(Lang et al...
ddml: Double/debiased machine learning in Stata Mark E Schaffer (Heriot-Watt University, IZA) Achim Ahrens (ETH Zürich) Christian B Hansen (University of Chicago) Thomas Wiemann (University of Chicago) Package website: https://statalasso.github.io/ Latest version available here September 7, ...
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A basic reinforcement learning library in PHP machine-learning reinforcement-learning qlearning neural-network artificial-intelligence dqn sarsa rl ddqn double-dqn prioritized-experience-replay Updated May 26, 2020 PHP Improve this page Add a description, image, and links to the double-dqn topic...
GitHub is where people build software. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects.