NVIDIA-Merlin / gcp-ml-opsLinks
MLOps pipeline for NVIDIA Merlin on GKE
☆41Updated 4 years ago
Alternatives and similar repositories for gcp-ml-ops
Users that are interested in gcp-ml-ops are comparing it to the libraries listed below
Sorting:
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature sto…☆94Updated last year
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆34Updated 3 years ago
- ☆104Updated last year
- 🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.☆145Updated last year
- The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators☆53Updated 2 years ago
- Plugin for deploying MLflow models to TorchServe☆110Updated 2 years ago
- Merlin Models is a collection of deep learning recommender system model reference implementations☆292Updated last year
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html☆29Updated 3 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆207Updated 2 years ago
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools …☆129Updated last year
- BentoML Example Projects 🎨☆141Updated 10 months ago
- Solutions to Recommender Systems competitions☆199Updated 3 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆56Updated 3 years ago
- A deep ranking personalization framework☆133Updated 2 years ago
- Metaflow tutorials for ODSC West 2021☆64Updated 3 years ago
- This repository compiles prescriptive guidance and code samples for the operationalization of NVIDIA Merlin framework on Google Cloud Ver…☆34Updated 3 years ago
- Library for Multi-objective optimization in Gradient Boosted Trees☆76Updated last year
- This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).☆125Updated 3 years ago
- MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)☆114Updated 3 years ago
- ☆64Updated 5 months ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Updated 2 years ago
- An implementation of Additive Attention☆150Updated 3 years ago
- Examples to showcase the use of Kale in data science pipelines☆27Updated 2 years ago
- Official Repository for EvalRS @ CIKM 2022: a Rounded Evaluation of Recommender Systems☆71Updated last year
- Code labs for Vertex AI☆46Updated 4 years ago
- Projects developed by Domino's R&D team☆77Updated 3 years ago
- 🛠️ Tools for Transformers compression using PyTorch Lightning ⚡☆85Updated last month
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products☆95Updated 2 years ago
- This repository contains all code examples for my TensorFlow World talk about "Advanced model deployments with TensorFlow Serving"☆17Updated 2 years ago