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an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning in python.

applied-methods-phd

Repo for Yale Applied Empirical Methods PHD Course

applied_metrics

A PhD course in Applied Econometrics and Panel Data

blp-demand

estimate BLP demand model in Matlab using state-of-the-art techniques

cail

Chinese AI & Law Challenge

cail2019

**法研杯司法人工智能挑战赛之相似案例匹配第一名解决方案

causal-decision-tree

Explanation of Causal Decision Trees and Eploration of Susan Athey's R Code

causalml

Uplift modeling and causal inference with machine learning algorithms

causaltree

Working repository for Causal Tree and extensions

coms4995-s19

COMS W4995 Applied Machine Learning - Spring 19

ec3389

Files for Big Data Course, taught at Boston College, Spring 2016

ec607s20

Causally oriented doctoral econometrics course at UO, taught by Ed Rubin

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.

enterprise-registration-data-of-chinese-mainland

**大陆 31 个省份1978 年至 2019 年一千多万工商企业注册信息，包含企业名称、注册地址、统一社会信用代码、地区、注册日期、经营范围、法人代表、注册资金、企业类型等详细资料。This repository is an dataset of over 10,000,000 enterprise registration data of 31 provinces in Chinese mainland from 1978 to 2019.【工商大数据】、【企业信息】、【enterprise registration data】。

enterprise-registration-data-of-chinese-mainland-1

experimentdata

framing-twitter

Code for the paper "Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings"

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报

google-patents-scraper

Automatically download all PDF files of searching results & their patent families found on Google Patents.

google_patent_spider

爬取谷歌专利

grad-io

Graduate Empirical Industrial Organization

grf

Generalized Random Forests

guide2econra

lectures

Lecture notes for EC 607

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

micro-metrics

This is a 2nd Year PhD Course In Micro-econometrics

mostly-harmless-replication

Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.

nomics

Various utilities for economic analyses

pci

Policy Change Index (PCI)

python-mini-projects

A collection of simple python mini projects to enhance your python skills