zhangc927
I am an econometrics teacher in Shan Dong University of Finance and Economics, focusing on statistics, econometrics and machine learning
Shan Dong University of Finance and EconomicsJinan, Shandong, China
Pinned Repositories
abce
Agent-Based Complete Economy, the Python library that makes AB modelling easier..
adapt
Awesome Domain Adaptation Python Toolbox
aiddata
R package to download project information from AidData 3.0 API
approachingalmost
Approaching (Almost) Any Machine Learning Problem
arf_paper
Code and materials to reproduce adversarial RF paper
awesome-causality-algorithms
An index of algorithms for learning causality with data
bankruptcy_sensitivity
Behavioral-Responses
PSL module that estimates partial-equilibrium behavioral responses to tax changes simulated by Tax-Calculator
dynasim
Dynamic Microsimulation
tigramite
Tigramite is a time series analysis python module for causal discovery. The Tigramite documentation is at
zhangc927's Repositories
zhangc927/adapt
Awesome Domain Adaptation Python Toolbox
zhangc927/approachingalmost
Approaching (Almost) Any Machine Learning Problem
zhangc927/arf_paper
Code and materials to reproduce adversarial RF paper
zhangc927/causalDML
Implementation of Double Machine Learning
zhangc927/Counterfact
Counterfact package for plotting counterfactual predictions
zhangc927/cqrfactor
An R package to perform composite quantile factor analysis
zhangc927/DebiasedDoseResponse
Code repository for the paper "Debiased inference for a covariate-adjusted regression function".
zhangc927/did2s
Two-stage Difference-in-Differences package following Gardner (2021)
zhangc927/ding_causalInference_python
python implementation of Peng Ding's "First Course in Causal Inference"
zhangc927/distribution_sensitive_index
A New Distribution Sensitive Index for Measuring Welfare, Poverty, and Inequality
zhangc927/drf
Distributional Random Forests (Cevid et al., 2020)
zhangc927/drfupdate
zhangc927/DTRKernSmooth
Estimate and Make Inference about Optimal Treatment Regimes via Smoothed Methods
zhangc927/duckreg
Every big regression is a small regression with weights.
zhangc927/engression
Software implementations of engression by Shen and Meinshausen (2023)
zhangc927/gdid
zhangc927/homesteads
Replication code for "State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction"
zhangc927/hyperparam-sensitivity
Investigating sensitivity of CATE estimators to the choice of hyperparameters.
zhangc927/ife
Treatment Effects in Interactive Fixed Effects Model
zhangc927/imtp
:package: Incremental propensity score interventions as described in Nonparametric Causal Effects Based on Incremental Propensity Score Interventions (Kennedy, 2019)
zhangc927/lmtp
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
zhangc927/local-glm-boost
Python package that implements the LocalGLMBoost algorithm for explainable machine learning regression.
zhangc927/MachineControl
An R package to make causal inference from a panel in the absence of controls
zhangc927/MLDID
zhangc927/NetworkCausalTree
Package for heterogeneous treatment and spillover effects under network interference
zhangc927/pandas-ai
Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
zhangc927/pyGAM
[HELP REQUESTED] Generalized Additive Models in Python
zhangc927/quantile-forest
Quantile Regression Forests compatible with scikit-learn.
zhangc927/tlbook-code
Code for Transfer Learning book--《迁移学习导论》配套代码
zhangc927/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习