Martin Spindler

doubleml-coverage. Coverage Simulations for DoubleML package

doubleml-for-py. DoubleML - Double Machine Learning in Python

qboost. R

AdaptiveDiscreteSmoothing. R

doubleml-deep. Deep Learning in combination with DoubleML

rdrobust. Robust Local Polynomial Methods for RD Designs

storm. An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

LLM101n. LLM101n: Let's build a Storyteller

interflex. Multiplicative Interaction Models Diagnostics and Visualization, Producing Flexible Marginal Effect Estimates

Time-Series-Analysis-and-Forecasting. This repository contains everything you need to become proficient in Time Series Analysis and Forecasting

causal-ml. Must-read papers and resources related to causal inference and machine (deep) learning

EconML. ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

MetricsMLNotebooks. Notebooks for Applied Causal Inference Powered by ML and AI

hdm. R

doubleml-py-vs-r. DoubleML - Unit tests for alignment of the Python and R package

kaobook. A LaTeX class for books, reports or theses based on https://github.com/kenohori/thesis and https://github.com/Tufte-LaTeX/tufte-latex.

doubleml-docs. Documentation and User Guide for DoubleML - Double Machine Learning in Python & R

doubleml-serverless. DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture

doubleml-for-r. DoubleML - Double Machine Learning in R