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applied-social-network-analysis-in-python-university-of-michigan

Applied Social Network Analysis in Python by University of Michigan on Coursera

binsreg

Partition selection, point estimation, pointwise and uniform inference, and graphical procedures using binscatter methods.

book-networks

Companion Site for Economic Networks: Theory and Computation

causalml

Uplift modeling and causal inference with machine learning algorithms

data.table

R's data.table package extends data.frame:

ddtiming

Bacon decomposition of a diff-in-diff estimator with variation in treatment timing

did

Keeping track of what is going on with the latest DiD innovations.

econml

ergm

Fit, Simulate and Diagnose Exponential-Family Models for Networks

ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

estout

Stata module to make regression tables

graph-machine-learning

Graph Machine Learning, published by Packt

jieba

结巴中文分词

leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning-session

multilayer-networks-library

The original library for analysing multilayer networks. http://www.mkivela.com/pymnet/

multinetx

multiNetX is a python package for the manipulation and visualization of multilayer networks. It is build on NetworkX

node2vec

Implementation of the node2vec algorithm.

nwcommands

Social network analysis in Stata

nwxtregress

Network Regressions in Stata

pyhanlp

中文分词

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sand

Statistical Analysis of Network Data with R, 2nd Edition

shift-share

Replication package and code for "Quasi-Experimental Shift-Share Designs"

spdatalarge

R package with large datasets for spatial analysis

ssaggregate

Create industry-level aggregates for shift-share IV following Borusyak, Hull, and Jaravel (2022)

stata-gtools

Faster implementation of Stata's collapse, reshape, xtile, egen, isid, and more using C plugins

stataguide

Introductory Guide to Using Stata in Empirical Financial Accounting Research

teachyourselfcs-cn

TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS

xsmle

A repository for my Stata packages.