nikhitmago / lookalike-modellingLinks
Finding customer lookalikes using Machine Learning in PySpark
☆33Updated 6 years ago
Alternatives and similar repositories for lookalike-modelling
Users that are interested in lookalike-modelling are comparing it to the libraries listed below
Sorting:
- Finding similar, high-valued users based on seed users. The model includes 1805 features using Hive HQL and AWS Redshift.☆36Updated 6 years ago
- Python library for converting Apache Spark ML pipelines to PMML☆96Updated this week
- A Python implementation of "Shapley Value Methods for Attribution Modeling in Online Advertising" by Zhao, et al.☆41Updated 5 years ago
- Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.☆327Updated 5 years ago
- Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.☆169Updated last year
- Distributed scikit-learn meta-estimators in PySpark☆285Updated 3 months ago
- Real-time collaborative filtering recommender system☆51Updated 5 years ago
- An implementation of our CIKM 2018 paper "Deep Conversion Attribution with Dual-attention Recurrent Neural Network"☆62Updated 6 years ago
- Score card model for Credit Scoring System.☆117Updated 6 years ago
- Repo for all my code on the articles I post on medium☆107Updated 2 years ago
- scalable Recommeder System for e-commerece using LightFM package in python☆47Updated 6 years ago
- A Python wrapper for XGBoost4J-Spark classes.☆47Updated last year
- Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops☆118Updated 2 years ago
- Java library and command-line application for converting XGBoost models to PMML☆129Updated 3 months ago
- Nyoka is a Python library that helps to export ML models into PMML (PMML 4.4.1 Standard).☆185Updated last year
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆87Updated 6 years ago
- Tools for WoE Transformation mostly used in ScoreCard Model for credit rating☆255Updated 5 years ago
- Getting start with PySpark and MLlib☆297Updated 7 years ago
- Solution to the Outbrain Click Prediction competition☆149Updated 8 years ago
- A simplified version of featuretools for Spark☆31Updated 6 years ago
- A feedback controller for stabilizing RTB performance to a target value.☆70Updated 9 years ago
- Read and write Tensorflow TFRecord data from Apache Spark.☆293Updated last year
- Java library and command-line application for converting LightGBM models to PMML☆175Updated 3 months ago
- Predict and recommend the news articles, user is most likely to click in real time.☆32Updated 7 years ago
- ☆34Updated 6 years ago
- A parallel implementation of factorization machines based on Spark☆74Updated 5 years ago
- A tour through recommendation algorithms in python [IN PROGRESS]☆177Updated 7 months ago
- Python implementation of the population stability index (PSI)☆141Updated last year
- The Synthetic Minority Oversampling Technique (SMOTE) implemented in Spark.☆48Updated 7 years ago
- Deep Learning for Recommender Systems - Master Thesis, Current Results and Architecture☆93Updated 7 years ago