frank0214101691,Frank Fo,github

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.

econometric-algorithms

Popular Econometrics content with code; Simple Linear Regression, Multiple Linear Regression, OLS, Event Study including Time Series Analysis, Fixed Effects and Random Effects Regressions for Panel Data, Heckman_2_Step for selection bias, Hausman Wu test for Endogeneity in Python, R, and STATA.

ecpr-panel-tscs-analysis

A course in times series cross-sectional data analysis

examples-of-web-crawlers

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

financial-models-numerical-methods

Collection of notebooks about quantitative finance, with interactive python code.

frank0214101691

Config files for my GitHub profile.

image-process

图像裁剪，图像缩放(最邻近插值，双线性差值，三次卷积插值)，图像滤镜（灰度，模糊，锐化，卡通），应用（边缘识别，水印）等

latent-variable-models-workshop-2019

A workshop on latent variables models including factor analysis, PCA, SEM, etc.

liwc-text-analysis-python

A python package for the Linguistic Inquiry and Word Count (LIWC) dictionary.

masteringmetrics

R code for Angrist & Pischke Mastering Metrics

mlr

Machine Learning in R

model_selection_uncertainty

for Model selection uncertainty and multimodel inference in partial least squares structural equation modeling (PLS-SEM)

play-econometrics-with-r

a brochure about "Play Econometrics with R"

pls-sem_with_plspm

This repository is use example of plspm-python (https://github.com/GoogleCloudPlatform/plspm-python)

poedata

R data sets for "Principles of Econometrics" by Hill, Griffiths, and Lim, 4e, Wiley

python

Python脚本。模拟登录知乎，爬虫，操作excel，微信公众号，远程开机

pythoncrawler

:heartpulse:用python编写的爬虫项目集合

pythoncrawler-1

python3网络爬虫笔记与实战源码。记录python爬虫学习全程笔记、参考资料和常见错误，约40个爬取实例与思路解析，涵盖urllib、requests、bs4、jsonpath、re、 pytesseract、PIL等常用库的使用。

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