Alternatives and similar repositories for Model-Training-as-a-CI-CD-System

Users that are interested in Model-Training-as-a-CI-CD-System are comparing it to the libraries listed below

• deep-diver / complete-mlops-system-workflow
  ☆17Updated 2 years ago
• sayakpaul / Dual-Deployments-on-Vertex-AI
  Project demonstrating dual model deployment scenarios using Vertex AI (GCP).
  ☆34Updated 3 years ago
• ksalama / ucaip-labs
  Code labs for Vertex AI
  ☆46Updated 3 years ago
• shashankprasanna / kubeflow-pipelines-sagemaker-examples
  Examples for using Amazon SageMaker components in Kubeflow Pipelines
  ☆22Updated 5 years ago
• deep-diver / Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes
  https://blog.tensorflow.org/2021/12/continuous-adaptation-for-machine.html
  ☆29Updated 3 years ago
• jarokaz / vertex-ai-workshop
  ☆2Updated 2 years ago
• sayakpaul / CI-CD-for-Model-Training
  This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.
  ☆21Updated 3 years ago
• jacopotagliabue / no-ops-machine-learning
  A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.
  ☆37Updated 4 years ago
• deep-diver / semantic-segmentation-ml-pipeline
  Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products
  ☆96Updated 2 years ago
• deep-diver / mlops-hf-tf-vision-models
  MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
  ☆115Updated 2 years ago
• dimitreOliveira / bert-as-a-service_TFX
  End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.
  ☆43Updated last year
• lapolonio / text_classification_tutorial
  Enterprise Solution for Text Classification (using BERT)
  ☆10Updated 2 years ago
• kweinmeister / notebooks
  Jupyter notebooks for learning and demonstrations
  ☆14Updated last month
• SaschaHeyer / Google-Vertex-AI-CI-CD
  ☆10Updated 3 years ago
• edublancas / ml-testing
  🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
  ☆81Updated 3 years ago
• hanneshapke / TensorFlow-World-Adv-Introduction-TF-Serving
  This repository contains all code examples for my TensorFlow World talk about "Advanced model deployments with TensorFlow Serving"
  ☆17Updated 2 years ago
• teamdatatonic / terraform-google-scheduled-vertex-pipelines
  A Terraform module for scheduling Vertex Pipeline runs using Google Cloud Scheduler
  ☆13Updated 2 years ago
• dominodatalab / domino-research
  Projects developed by Domino's R&D team
  ☆78Updated 3 years ago
• deep-diver / TFX-WandB
  ☆14Updated 2 years ago
• bentoml / gallery
  BentoML Example Projects 🎨
  ☆137Updated 6 months ago
• machine-learning-apps / wandb-action
  GitHub Action That Retrieves Model Runs From Weights & Biases
  ☆60Updated 3 years ago
• NVIDIA-Merlin / gcp-ml-ops
  MLOps pipeline for NVIDIA Merlin on GKE
  ☆41Updated 4 years ago
• flyteorg / flytelab
  Machine Learning Projects with Flytekit
  ☆37Updated 2 years ago
• opeyemibami / TDD-in-MLOps
  This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…
  ☆15Updated 4 years ago
• machine-learning-apps / mlops-dashboard
  Prototype MLOps Dashboard Using GitHub Pages
  ☆23Updated 2 years ago
• rocket9-code / mlflow-deployment-controller
  Listens MLFlow model registry changes and deploy models based on configurations
  ☆21Updated 2 years ago
• data-max-hq / ab-testing-in-ml
  Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
  ☆40Updated 6 months ago
• criteo / deepr
  The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators
  ☆53Updated last year
• NikeNano / kubeflow-github-action
  Repository for makeinga a GitHub Actions for deploying to Kubeflow.
  ☆35Updated 3 years ago
• deep-diver / image_search_with_natural_language
  Application for searching images from natural language queries
  ☆46Updated 3 years ago