List: Uplift Model | Curated by Amy @GrabNGoInfo | Medium

Nov 19, 2022

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Uplift Model

Amy @GrabNGoInfo
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GrabNGoInfo

Multiple Treatments Uplift Models for Binary Outcome Using Python CausalML

Multiple treatments ITE/CATE and ATE estimation using meta-learner uplift models S-learner, T-learner, and X-learner in Python for binary…

Nov 19, 2022

Multiple Treatments Uplift Models for Binary Outcome Using Python CausalML Multiple treatments ITE/CATE and ATE estimation using meta-learner uplift models S-learner, T-learner, and X-learner in Python for binary outcome data

Nov 19, 2022

Amy @GrabNGoInfo
in
GrabNGoInfo

X-Learner Uplift Model in Python

Manually create meta-learner X-learner: Model data processing, model training, prediction, individual treatment effect (ITE) and average…

Oct 10, 2022

X-Learner Uplift Model in Python Manually create meta-learner X-learner: Model data processing, model training, prediction, individual treatment effect (ITE) and average treatment effect (ATE) calculation, and customer segmentation

Oct 10, 2022

Amy @GrabNGoInfo
in
GrabNGoInfo

Explainable T-learner Deep Learning Uplift Model Using Python Package CausalML

T-learner uplift models using XGBoost, lightGBM, and neural network model with feature importance and model interpretation

Oct 6, 2022

Explainable T-learner Deep Learning Uplift Model Using Python Package CausalML T-learner uplift models using XGBoost, lightGBM, and neural network model with feature importance and model interpretation

Oct 6, 2022

Amy @GrabNGoInfo
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GrabNGoInfo

T Learner Uplift Model for Individual Treatment Effect (ITE) in Python

Manually create two models for meta-learner T-learner: Model data processing, model training, prediction, and ITE/ATE calculation

Oct 4, 2022

T Learner Uplift Model for Individual Treatment Effect (ITE) in Python Manually create two models for meta-learner T-learner: Model data processing, model training, prediction, and ITE/ATE calculation

Oct 4, 2022

Amy @GrabNGoInfo
in
GrabNGoInfo

Multiple Treatments Uplift Model for Continuous Outcome Using Python Package CausalML

Multiple treatments ITE/CATE and ATE estimation using meta-learner uplift model in Python

Oct 1, 2022

Multiple Treatments Uplift Model Using Python Package CausalML Multiple treatments ITE/CATE and ATE estimation using meta-learner uplift model in Python

Oct 1, 2022

Amy @GrabNGoInfo
in
GrabNGoInfo

Explainable S-Learner Uplift Model Using Python Package CausalML

Uplift model using meta-learner s-learner for heterogeneous ITE, ATE, model explainability, and feature importance

Sep 28, 2022

Explainable S-Learner Uplift Model Using Python Package CausalML Uplift model using meta-learner s-learner for heterogeneous ITE, ATE, model explainability, and feature importance

Sep 28, 2022

Amy @GrabNGoInfo
in
GrabNGoInfo

S Learner Uplift Model for Individual Treatment Effect and Customer Segmentation in Python

Uplift model using meta-learner s-learner for heterogeneous individual treatment effect (ITE) and marketing customer segmentation

Sep 23, 2022

S Learner Uplift Model for Individual Treatment Effect and Customer Segmentation in Python Uplift model using meta-learner s-learner for heterogeneous individual treatment effect (ITE) and marketing customer segmentation

Sep 23, 2022

Amy @GrabNGoInfo

Amy @GrabNGoInfo

PhD Data Scientist | YouTube: https://tinyurl.com/yx4ynhmj | AmazonStore: https://amzn.to/40HUTsl

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