sayakpaul / Dual-Deployments-on-Vertex-AILinks
Project demonstrating dual model deployment scenarios using Vertex AI (GCP).
☆34Updated 3 years ago
Alternatives and similar repositories for Dual-Deployments-on-Vertex-AI
Users that are interested in Dual-Deployments-on-Vertex-AI are comparing it to the libraries listed below
Sorting:
- Code labs for Vertex AI☆46Updated 4 years ago
- ☆17Updated 3 years ago
- End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.☆43Updated 2 years ago
- MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)☆114Updated 3 years ago
- Demonstration of the Model Training as a CI/CD System in Vertex AI☆29Updated 4 years ago
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products☆96Updated 2 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 4 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Updated 3 years ago
- MLOps pipeline for NVIDIA Merlin on GKE☆41Updated 4 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆207Updated 3 years ago
- This repository shows how to train a custom detection model with the TFOD API, optimize it with TFLite, and perform inference with the op…☆32Updated 4 years ago
- GitHub Action That Retrieves Model Runs From Weights & Biases☆60Updated 3 years ago
- This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.☆30Updated 3 years ago
- Cricket analytics for humans 🏏☆12Updated 3 years ago
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html☆29Updated 3 years ago
- An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI☆406Updated last year
- Enterprise Solution for Text Classification (using BERT)☆10Updated 2 years ago
- ☆17Updated 5 years ago
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- BentoML Example Projects 🎨☆141Updated 10 months ago
- Machine Learning / Deep Learning Environment. Everywhere. Anywhere.☆51Updated 5 years ago
- A comprehensive reference for all topics related to building and maintaining microservices☆67Updated 2 years ago
- This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.☆21Updated 4 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆151Updated last year
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools …☆130Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆221Updated 3 years ago
- Research repo for code that may or may not end up in fastai3☆50Updated 4 years ago
- This codebase is a starting point to get your Machine Learning project into Production.☆43Updated 5 years ago
- chaii: hindi and tamil question answering☆35Updated 3 years ago