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BokwaiHo / revenue_uplift
Forked from hebowei2000/revenue_upliftRankability-enhanced Revenue Uplift Modeling Framework for Online Marketing (KDD 2024)
Code related to my dissertation on uplift modeling (a.k.a. heterogeneous treatment effect)
An Open-Source Python3 tool with SMALL models for recognizing layouts, tables, math formulas (LaTeX), and text in images, converting them into Markdown format. A free alternative to Mathpix, empowe…
A high-quality tool for convert PDF to Markdown and JSON.一站式开源高质量数据提取工具，将PDF转换成Markdown和JSON格式。
❗ uplift modeling in scikit-learn style in python 🐍
Code to the paper "Improving uplift model evaluation on RCT data"
Successfully established a clustering model which can categorize the customers of a renowned Indian bank into several distinct groups, based on their behavior patterns and demographic details.
train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc
EconML/CausalML KDD 2021 Tutorial
Uplift modeling and causal inference with machine learning algorithms
This project contains some deep learning code
Project to analyze the 'BlogFeedback Data Set' from the UC Irvine Machine Learning repository
Code for the Make Your Own Neural Network book
A Python 3 package for state-of-the-art statistical dimension reduction methods
Learning Sparse Neural Networks through L0 regularization
Implementation of Unconstrained Monotonic Neural Network and the related experiments. These architectures are particularly useful for modelling monotonic transformations in normalizing flows.
The data is related with direct marketing campaigns (phone calls) of a Portuguese banking institution. The classification goal is to predict if the client will subscribe a term deposit.
Improve marketing campaign of a Portuguese bank by analyzing their past marketing campaign data and recommending which customer to target
CausalLift: Python package for causality-based Uplift Modeling in real-world business
关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记