zhangc927

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/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