kennethwu1987 Goto Github PK

ai-projects

Artificial Intelligence projects, documentation and code.

airflow_course

albedo

A recommender system for discovering GitHub repos, built with Apache Spark

customer-lifetime-prediction-using-python

How you measure the value of your customers? 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.

customer-survival-analysis-and-churn-prediction

In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

datascience

Repository to maintain all my clutter

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-reinforcement-learning-for-automated-stock-trading-ensemble-strategy-icaif-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearning

digital-marketing-analytics

This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics

ggplot2

An implementation of the Grammar of Graphics in R

hands-on-data-science-for-marketing

Hands-On Data Science for Marketing, published by Packt

intrototextanalyticswithr

Public repo for the Data Science Dojo YouTube tutorial series "Introduction to Text Analytics with R".

kddcup_2020_debiasing_1st_place

keras-yolo3

Training and Detecting Objects with YOLO3

learning-to-rank

Experiments on how to use machine learning to rank a product catalog

line-bot-template

🤖 Flask + LINE Bot 自動化工具

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

marketing-attribution-models

marketing_campaign_app

A streamlit APP DEMO (python, plotly)

minet

MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction

mlflow_experiment

mmm_stan

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

multimodal-transportation-optimization

A project on using mathematical programming to solve multi-modal transportation cost minimization in goods delivery and supply chain management.

pair

Pair: image-based product collection recommender

probabilistic-programming

Experimenting with and teaching probabilistic programming

recommender-system-lightfm

scalable Recommeder System for e-commerece using LightFM package in python