GoogleCloudPlatform / tensorflow-recommendation-walsLinks
An end-to-end solution for website article recommendations based on Google Analytics data. Uses WALS matrix-factorization in TensorFlow, trained on Cloud ML Engine. Recommendations served with App Engine Flex and Cloud Endpoints. Orchestration is performed using Airflow on Cloud Composer. See the solution tutorials at:
☆161Updated 4 years ago
Alternatives and similar repositories for tensorflow-recommendation-wals
Users that are interested in tensorflow-recommendation-wals are comparing it to the libraries listed below
Sorting:
- Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.☆169Updated 10 months ago
- Cloud Dataproc: Samples and Utils☆203Updated this week
- Builds a recommender system using TensorFlow☆86Updated 7 years ago
- ☆239Updated 6 years ago
- ☆84Updated 6 years ago
- Opinion Analysis of News, Threaded Conversations, and User Generated Content☆103Updated 8 months ago
- Small Google Cloud Platform examples and code snippets.☆155Updated 2 years ago
- Machine Learning on Google Cloud Platform☆498Updated 2 months ago
- BigQuery ML SQL templates for common marketing use cases☆172Updated 6 years ago
- A repository of machine learning codes written for re-usability☆143Updated 5 years ago
- This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardi…☆670Updated 9 months ago
- ML Pipeline Generator is a tool for generating end-to-end pipelines composed of GCP components so that any customer can easily migrate th…☆50Updated 3 years ago
- Repository with examples and smoke tests for the GCP Airflow operators and hooks☆148Updated 8 years ago
- This project implements different Deep Autoencoder for Collaborative Filtering for Recommendation Systems in Keras☆53Updated 5 years ago
- Implicit matrix factorization as outlined in http://yifanhu.net/PUB/cf.pdf.☆283Updated 8 years ago
- Code supporting Data Science articles at The Marketing Technologist, Floryn Tech Blog, and Pythom.nl☆71Updated 2 years ago
- environment setup for strata conference 2018☆67Updated 7 years ago
- Deep Learning for Recommender Systems - Master Thesis, Current Results and Architecture☆93Updated 7 years ago
- A Tutorial for Serving Tensorflow Models using Kubernetes☆87Updated 2 months ago
- Neural network recommendation models in PyTorch☆58Updated 7 years ago
- wide and deep labs and samples☆140Updated 6 years ago
- Using Keras to implement recommender systems☆326Updated 8 years ago
- Churn Prediction with PySpark using MLlib and ML Packages☆56Updated 9 years ago
- Brand Propensity Model for Retailers☆11Updated 2 years ago
- A set of Jupyter notebooks demonstrating collaborative filtering using matrix factorization with Keras.☆82Updated 8 years ago
- OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms☆413Updated 2 years ago
- Example Kubernetes app that shows how to build a 'pipeline' to stream data into BigQuery. Uses Redis or Google Cloud PubSub☆129Updated 4 years ago
- Official Repo for Google Cloud AI Platform. Find samples for Vertex AI, Google Cloud's new unified ML platform at: https://github.com/Goo…☆470Updated 3 years ago
- Recommender System Framework☆125Updated 8 years ago
- 2nd place solution🥕🥈☆299Updated 7 years ago