GoogleCloudPlatform / tensorflow-recommendation-wals
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:
☆160Updated 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
- Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.☆168Updated 7 months ago
- Machine Learning on Google Cloud Platform☆493Updated 4 months ago
- Small Google Cloud Platform examples and code snippets.☆155Updated 2 years ago
- ☆84Updated 6 years ago
- Cloud Dataproc: Samples and Utils☆201Updated 2 months ago
- ☆238Updated 6 years ago
- ☆126Updated 7 months ago
- Builds a recommender system using TensorFlow☆86Updated 7 years ago
- BigQuery ML SQL templates for common marketing use cases☆171Updated 5 years ago
- Opinion Analysis of News, Threaded Conversations, and User Generated Content☆102Updated 6 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
- Deep Learning for Recommender Systems - Master Thesis, Current Results and Architecture☆93Updated 7 years ago
- This repository includes end-to-end labs on how to use GCP for applied data science☆14Updated 6 years ago
- Repository with examples and smoke tests for the GCP Airflow operators and hooks☆147Updated 8 years ago
- ☆41Updated 4 years ago
- A Tutorial for Serving Tensorflow Models using Kubernetes☆87Updated last week
- 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
- Simple but Flexible Recommendation Engine in PyTorch☆132Updated 2 years ago
- A repository of machine learning codes written for re-usability☆144Updated 5 years ago
- environment setup for strata conference 2018☆67Updated 7 years ago
- This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardi…☆671Updated 7 months ago
- Using Luigi to create a Machine Learning Pipeline using the Rossman Sales data from Kaggle☆33Updated 8 years ago
- Code supporting Data Science articles at The Marketing Technologist, Floryn Tech Blog, and Pythom.nl☆71Updated 2 years ago
- ☆175Updated this week
- This is the support code and solutions for the NYC Taxi Tycoon Dataflow Codelab☆60Updated 5 years ago
- Machine Learning model training & scalable deployment with Flask, Nginx & Gunicorn wrapped in a Docker Container☆21Updated 2 years ago
- ☆66Updated 7 months ago
- ☆83Updated 5 years ago
- ☆12Updated 2 years ago
- A curated list of all the awesome examples, articles, tutorials and videos for Apache Airflow.☆96Updated 4 years ago