Alternatives and similar repositories for example-ml-project

Users that are interested in example-ml-project are comparing it to the libraries listed below

• sayakpaul / ml-deployment-k8s-fastapi
  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
• 99sbr / fastapi-template
  Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…
  ☆228Updated 6 months ago
• aniketmaurya / chitra
  A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
  ☆231Updated 2 months ago
• jeremyjordan / ml-monitoring
  A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
  ☆233Updated last year
• zademn / mnist-mlops-learning
  In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
  ☆107Updated 4 years ago
• alvarobartt / serving-pytorch-models
  Serving PyTorch models with TorchServe
  ☆103Updated 2 years ago
• FerrariDG / async-ml-inference
  PoC with FastAPI and Celery to ML inference
  ☆92Updated 3 years ago
• khuyentran1401 / Machine-learning-pipeline
  Example machine learning pipeline with MLflow and Hydra
  ☆95Updated 2 years ago
• FrancescoSaverioZuppichini / Modern-Python-Doc-Example
  mkdocs + material + cool stuff
  ☆64Updated 3 years ago
• iterative / magnetic-tiles-defect
  Demo Computer Vision Project
  ☆65Updated 2 years ago
• shanesoh / deploy-ml-fastapi-redis-docker
  Deploy and scale machine learning models with FastAPI, Redis and Docker
  ☆151Updated 3 years ago
• jonathanreadshaw / ServingMLFastCelery
  Working example for serving a ML model using FastAPI and Celery
  ☆74Updated 4 years ago
• PacktPublishing / Practical-Deep-Learning-at-Scale-with-MLFlow
  Practical Deep Learning at Scale with MLFlow, published by Packt
  ☆162Updated last week
• bentoml / gallery
  BentoML Example Projects 🎨
  ☆141Updated 11 months ago
• alvarobartt / serving-tensorflow-models
  Serving TensorFlow models with TensorFlow Serving
  ☆43Updated 3 years ago
• gradsflow / gradsflow-automl
  An open-source AutoML Library based on PyTorch
  ☆308Updated 2 months ago
• zenml-io / zenbytes
  A simple guide to MLOps through ZenML and its various integrations.
  ☆188Updated last year
• chiphuyen / metaflow-transformers-tutorials
  Metaflow tutorials for ODSC West 2021
  ☆64Updated 4 years ago
• cceyda / torchserve-dashboard
  Management Dashboard for Torchserve
  ☆125Updated 2 years ago
• khuyentran1401 / employee-future-prediction
  Demo for Using GitHub Actions in MLOps
  ☆40Updated 3 years ago
• jomariya23156 / full-stack-on-prem-cv-mlops
  "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…
  ☆51Updated last year
• davidefiocco / streamlit-fastapi-model-serving
  Simple web app example serving a PyTorch model using streamlit and FastAPI
  ☆505Updated last year
• mlops-guide / dvc-gitactions
  Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…
  ☆49Updated 4 years ago
• at-gmbh / docker-mlflow-server
  a docker image of the MLflow server component
  ☆37Updated 2 weeks ago
• jmeisele / ml-ops
  Get your MLOps (Level 1) platform started and going fast.
  ☆126Updated 2 years ago
• GokuMohandas / monitoring-ml
  Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.
  ☆92Updated 3 years ago
• deep-diver / semantic-segmentation-ml-pipeline
  Machine Learning Pipeline for Semantic Segmentation with TensorFlow Extended (TFX) and various GCP products
  ☆97Updated 2 years ago
• shaz13 / katana
  Katana project is a FastAPI template for ASAP 🚀 ML API deployment
  ☆113Updated last year
• eugeneyan / testing-ml
  🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.
  ☆265Updated 3 years ago
• deep-diver / mlops-hf-tf-vision-models
  MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
  ☆114Updated 3 years ago