th3888

AtCoder

code4sapporo

document_FDE

ds4craftbeer

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

fdv

jisyupy29

logapp

onlinelearning

th3888/AtCoder

th3888/th3888.github.io

th3888/fdv

th3888/document_FDE

th3888/rgame

th3888/tidytuesday

th3888/logapp

th3888/onlinelearning

th3888/code4sapporo

th3888/ds4craftbeer

th3888/jisyupy29

th3888/Python

All Algorithms implemented in Python

th3888/qgisprocess

Use 'QGIS' Processing Algorithms

th3888/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.

th3888/zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

th3888/QuantEcon.py

A community based Python library for quantitative economics

th3888/python-kaggle-start-book

『PythonではじめるKaggleスタートブック』のサンプルコード・脚注・正誤表

th3888/econometrics

th3888/SappoRoR6

SappoRo.R #6 の資料置き場。