Zhang Chen's repositories
adapt
Awesome Domain Adaptation Python Toolbox
approachingalmost
Approaching (Almost) Any Machine Learning Problem
arf_paper
Code and materials to reproduce adversarial RF paper
causalDML
Implementation of Double Machine Learning
Counterfact
Counterfact package for plotting counterfactual predictions
cqrfactor
An R package to perform composite quantile factor analysis
DebiasedDoseResponse
Code repository for the paper "Debiased inference for a covariate-adjusted regression function".
did2s
Two-stage Difference-in-Differences package following Gardner (2021)
ding_causalInference_python
python implementation of Peng Ding's "First Course in Causal Inference"
distribution_sensitive_index
A New Distribution Sensitive Index for Measuring Welfare, Poverty, and Inequality
drf
Distributional Random Forests (Cevid et al., 2020)
DTRKernSmooth
Estimate and Make Inference about Optimal Treatment Regimes via Smoothed Methods
duckreg
Every big regression is a small regression with weights.
engression
Software implementations of engression by Shen and Meinshausen (2023)
homesteads
Replication code for "State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction"
hyperparam-sensitivity
Investigating sensitivity of CATE estimators to the choice of hyperparameters.
ife
Treatment Effects in Interactive Fixed Effects Model
imtp
:package: Incremental propensity score interventions as described in Nonparametric Causal Effects Based on Incremental Propensity Score Interventions (Kennedy, 2019)
lmtp
:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:
local-glm-boost
Python package that implements the LocalGLMBoost algorithm for explainable machine learning regression.
MachineControl
An R package to make causal inference from a panel in the absence of controls
NetworkCausalTree
Package for heterogeneous treatment and spillover effects under network interference
pandas-ai
Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
pyGAM
[HELP REQUESTED] Generalized Additive Models in Python
quantile-forest
Quantile Regression Forests compatible with scikit-learn.
tlbook-code
Code for Transfer Learning book--《迁移学习导论》配套代码
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习