NVIDIA-Merlin / gcp-ml-opsLinks
MLOps pipeline for NVIDIA Merlin on GKE
β41Updated 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:
- π Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.β143Updated last year
- Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stoβ¦β94Updated last year
- β104Updated 11 months ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).β34Updated 3 years ago
- Merlin Models is a collection of deep learning recommender system model reference implementationsβ286Updated last year
- Metaflow tutorials for ODSC West 2021β64Updated 3 years ago
- Plugin for deploying MLflow models to TorchServeβ111Updated 2 years ago
- MLOps for Vision Models (TensorFlow) from π€ Transformers with TensorFlow Extended (TFX)β114Updated 2 years ago
- This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).β125Updated 3 years ago
- Solutions to Recommender Systems competitionsβ201Updated 2 years ago
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools β¦β126Updated last year
- Library for Multi-objective optimization in Gradient Boosted Treesβ77Updated last year
- A deep ranking personalization frameworkβ133Updated 2 years ago
- β17Updated 2 years ago
- https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.htmlβ29Updated 3 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).β96Updated 2 years ago
- This repository contains all code examples for my TensorFlow World talk about "Advanced model deployments with TensorFlow Serving"β17Updated 2 years ago
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ82Updated 3 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflowβ239Updated 2 years ago
- NLP Examples using the π€ librariesβ41Updated 4 years ago
- BentoML Example Projects π¨β138Updated 7 months ago
- Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.β45Updated 4 years ago
- End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.β43Updated last year
- π οΈ Tools for Transformers compression using PyTorch Lightning β‘β84Updated 9 months ago
- This repository compiles prescriptive guidance and code samples for the operationalization of NVIDIA Merlin framework on Google Cloud Verβ¦β34Updated 3 years ago
- β28Updated 2 years ago
- KitanaQA: Adversarial training and data augmentation for neural question-answering modelsβ56Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.β37Updated 4 years ago
- Projects developed by Domino's R&D teamβ78Updated 3 years ago
- The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimatorsβ53Updated last year