10 results found Sort:

uber
causalml uber
752
4.8k
other
84
Uplift modeling and causal inference with machine learning algorithms
incubation uplift-modeling causal-inference machine-learning
Created 2019-07-09
613 commits to master branch, last one 22 days ago
maks-sh
scikit-uplift maks-sh
96
699
mit
19
:exclamation: uplift modeling in scikit-learn style in python :snake:
uplift net-lift causality true-lift uplift-modeling causal-inference machine-learning uplift-modelling individual-treatment-effects
Created 2019-12-20
378 commits to master branch, last one about a year ago
DataCanvasIO
YLearn DataCanvasIO
75
382
apache-2.0
11
YLearn, a pun of "learn why", is a python package for causal inference
uplift causality causal-models policy-learning uplift-modeling causal-discovery causal-inference causality-analysis causality-algorithms
Created 2022-03-28
792 commits to main branch, last one 2 months ago
Minyus
causallift Minyus
42
333
other
11
CausalLift: Python package for causality-based Uplift Modeling in real-world business
uplift causality econometrics causal-impact counterfactual uplift-modeling causal-inference propensity-score propensity-scores
Created 2019-04-03
274 commits to master branch, last one about a year ago
DSXiangLi
Paper_CausalInference_abtest DSXiangLi
45
198
unknown
8
因果推理&AB实验相关论文小书库
hte cuped abtest double-ml mediation causalinference uplift-modeling quasi-experimental
Created 2020-12-18
27 commits to main branch, last one about a year ago
haowei01
pytorch-examples haowei01
18
170
unknown
4
train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc
ndcg ranknet lambdarank positional-bias pytorch-ranking uplift-modeling learning-to-rank pytorch-implementation inverse-propensity-score heterogeneous-treatment-effects
Created 2019-02-22
62 commits to master branch, last one about a year ago
JackHCC
Awesome-Uplift-Model JackHCC
12
87
mit
2
🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】
causal-models uplift-modeling causal-inference causal-machine-learning
Created 2022-11-11
27 commits to master branch, last one about a year ago
rsyi
pylift rsyi
20
70
bsd-2-clause
5
Uplift modeling and evaluation library. Actively maintained pypi version.
uplift model-uplift causal-models uplift-modeling causal-inference
Created 2018-09-29
110 commits to master branch, last one 4 years ago
andrewtavis
causeinfer andrewtavis
11
56
bsd-3-clause
5
Machine learning based causal inference/uplift in Python
python uplift dataset python3 causality ab-testing statistics open-source data-science econometrics data-analysis uplift-modeling causal-inference machine-learning treatment-effects data-visualization
Created 2019-11-20
304 commits to main branch, last one 6 months ago
kailiang-zhong
DESCN kailiang-zhong
13
47
bsd-2-clause
1
Implementation of paper DESCN, which is accepted in SIGKDD 2022.
sigkdd kdd2022 deep-learning uplift-modeling casual-inference treatment-effects
Created 2022-02-08
43 commits to main branch, last one 5 months ago