clv 开源项目推荐（110 个）

pymc-labs /pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

mukulsinghal001 /customer-lifetime-prediction-using-python

What is CLV or LTV? CLV or LTV is a metric that helps you measure the customer's lifetime value to a business. In this kernel, I am sharing the customer lifetime value prediction using BG-NBD, Pareto, NBD & Gamma Model on top of RFM in Python.

station-10 /awesome-marketing-machine-learning

A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more

bachmannpatrick /CLVTools

R-Package for estimating CLV

ThomasSavary08 /Lyapynov

Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.

akulumbeg /awesome-clv-models

🎓📚📈 Collection of scientific publications that explore, model and predict customer churn and lifetime value (CLV)

valendin /rfm2lstm

Customer Base Analysis with Recurrent Neural Networks

takechanman1228 /marketing-science-in-python

Marketing Science in Python — a practical guide to marketing analytics, causal inference, marketing mix modeling, pricing, forecasting, and customer analytics.

k-bosko /CLV_prediction

Predicting Customer Lifetime Value

RiadBensalem /E-commerce-Sales-Analysis-Pipeline

Create an advanced data engineering pipeline that processes and analyzes sales data from an e-commerce website using Apache Airflow for workflow management and ClickHouse as the high-performance data warehouse.

sibylhe /clv

CLV prediction with BG/NBD model, xgboost, lightgbm

nanthasnk /Customer-Lifetime-Value-Prediction

Repository contains Customer Lifetime Value Prediction for Automobile Insurance Company in USA

mtahiraslan /flo_cltv_prediction

FLO wants to determine roadmap for sales and marketing activities. In order for the company to make a medium long -term plan, it is necessary to estimate the potential value that existing customers will provide to the company in the future.

dixitamol /banking_CLV_CRM

Project for customer management in the Marketing Analytics Department of a large retail bank. The aim of this project is to know which marketing activity effectively retains customers. We have information about individual customer profitability (CLV) and a survey was conducted as well. A research model explaining/predicting individual customer p…

basel-ay /Customer-Lifetime-Value-Prediction

Clustering and predicting customer lifetime value with machine learning and RFM analysis.

pramodkondur /Customer-Segmentation-RFM-CLV

This project analyzes online retail transaction data to identify distinct customer segments using RFM (Recency, Frequency, Monetary) analysis and calculates Customer Lifetime Value (CLV) using Predictive CLV models.

ARUNJOGLE /clvpulseplus

CLV PULSE - A DYNAMIC CUSTOMER LIFETIME VALUE PREDICTOR MODEL USING MACHINE LEARNING

ianalloway /ai-advantage

Sports betting platform with ML predictions, Kelly sizing, live odds, steam/line-move desk lens, and daily AI picks. NBA, NFL, MLB.

dkekre21 /customer-segmentation-and-LTV

To identify best and valuable customers for the company, to analyse the customer needs and wants & develop marketing strategies to retain them and invest in the right customer category to increase company profits. Implement Customer LifetTime Value (CLTV) in order to distinguish customer based on their potential lifetime profits, thus invest in …

ianalloway /openclaw-skills

OpenClaw/ClawHub agent skills — sports-odds, kelly-criterion, clv-journal, portfolio-rebalancer, judge-audit, and more (17 skills).