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:
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Pipeline | 4,158 | 2 years ago | 85 | July 18, 2017 | 1 | apache-2.0 | Jsonnet | |||
| PipelineAI | ||||||||||
| Gather Deployment | 347 | 8 months ago | mit | Jupyter Notebook | ||||||
| Gathers Python deployment, infrastructure and practices. | ||||||||||
| Tensorflow Recommendation Wals | 126 | 4 years ago | 8 | apache-2.0 | Python | |||||
| 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: | ||||||||||
| Cloud Bigdata Book | 53 | 3 years ago | 86 | C | ||||||
| write book | ||||||||||
| Propertyclassification | 20 | 10 months ago | Jupyter Notebook | |||||||
| Classifying the type of property given Real Estate, satellite and Street view Images | ||||||||||
| Dockerized_data_science_playground | 6 | 2 years ago | 1 | Dockerfile | ||||||
| Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture | ||||||||||
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