tfx
Here are 49 public repositories matching this topic...
End-to-end machine learning project to detect tweet is a disaster or not disaster + monitoring model serving using Prometheus and Grafana
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Feb 9, 2024 - Jupyter Notebook
Personal project aimed at developing a ML service which resembles a production environment system
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Sep 10, 2022 - Python
deeplearning.ai Course Materials
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Nov 11, 2022 - Jupyter Notebook
Verification of the 2018 TFX Qualifier Competition Leaderboard
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Jan 3, 2018 - HTML
Machine Learning Prototype
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Jun 29, 2022 - Jupyter Notebook
This project performs a semantic search on Stackoverflow datasets. It uses MiniLM Sentence Transformers Model to generate the embedding and Vertex AI Vector Search to index and query the embeddings. The index is periodically updated using TFX pipeline.
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Apr 10, 2024 - Jupyter Notebook
Docker, Kubernetes, Minikube, MLFlow, KuberFlow, Model serving, CI/CD, Monitoring ,...
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Jan 18, 2024 - Dockerfile
Customer churn prediction using TFX as pipeline. Deployed with TF-Serving and monitored using Prometheus and Grafana
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Mar 2, 2024 - PureBasic
An end-to-end example of Chicago taxi on Google Cloud using TensorFlow, TFX, and Vertex AI
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Oct 17, 2023 - Shell
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May 15, 2024 - C++
Restaurant review classification using TFX as pipeline. Deployed with TF-Serving and monitored using Prometheus and Grafana
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Mar 26, 2024 - Jupyter Notebook
Machine Learning Engineering for Production (MLOps) Specialization
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Apr 10, 2024 - Jupyter Notebook
A TFX implementation of the paper on transformers, Attention is All You Need
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Aug 26, 2021 - Python
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