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advanced_seminar_in_empirical_international-trade

Seminar Paper

airbnb

Tool for scraping and analysing housing and Rbnb Data

automation-framework-bookit

behavioral_economics_theory

Seminar Paper

blackfridayscrape

bmw-anonymization-api

This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.

causal_inference_and_policy_evaluation

Current working on Causal Inference

causal_inference_presentation

cme-lmu

Repository for the Master course "Computational Methods in Economics" (LMU winter term 2018/19)

criminal_recidivism_withr

data-science--cheat-sheet

Cheat Sheets

data-science-olympics-2019

My submission to the DSO2019 competition https://www.datascience-olympics.com/

dl_cmu_content

Course content repository

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.

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.

econometrics_script

econometricswithr

📖An interactive companion to the well-received textbook 'Introduction to Econometrics' by Stock & Watson (2015)

essemble

git_practice

holiday-scraper

kaggle-airbnb

code for the kaggle Airbnb new user bookings competition

kaggle_hse24

R script abt HSE24 kaggle competition

learningx

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

master-statistics-live-series

microeconometrics_script

ml_research_proposal

portfo

publication_analysis

qc_bot

rtemis

Advanced Machine Learning and Visualization in R