gasparian / ml-serving-templateLinks
Serving large ml models independently and asynchronously via message queue and kv-storage for communication with other services [EXPERIMENT]
☆16Updated 4 years ago
Alternatives and similar repositories for ml-serving-template
Users that are interested in ml-serving-template are comparing it to the libraries listed below
Sorting:
- 🎲 A curated list of MLOps projects, tools and resources☆187Updated last year
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆107Updated 4 years ago
- Python Automated Machine Learning library for tabular data.☆46Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆65Updated 4 years ago
- Toolkit for developing and maintaining ML models☆152Updated last year
- BentoML Example Projects 🎨☆142Updated last year
- Dataset registry DVC project☆85Updated last year
- ClearML - Model-Serving Orchestration and Repository Solution☆161Updated last month
- Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊☆80Updated last year
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 4 years ago
- Metadata store for Production ML☆88Updated 3 years ago
- Distributed skorch on Ray Train☆58Updated 3 years ago
- Working example for serving a ML model using FastAPI and Celery☆74Updated 4 years ago
- Management Dashboard for Torchserve☆125Updated 3 years ago
- Get your MLOps (Level 1) platform started and going fast.☆127Updated 2 years ago
- Katana project is a FastAPI template for ASAP 🚀 ML API deployment☆113Updated 2 years ago
- Fast model deployment on AWS Lambda☆14Updated last year
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- Examples to showcase the use of Kale in data science pipelines☆27Updated 2 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Updated 3 years ago
- MLOps Python Library☆121Updated 3 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆91Updated 3 years ago
- An open-source AutoML Library based on PyTorch☆309Updated last month
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 4 months ago
- NeatText a simple NLP package for cleaning textual data and text preprocessing☆75Updated 2 years ago
- A curated list of ML awesome frameworks & libraries for text data☆16Updated 2 years ago
- ⚠️ Development moved to Sourcehut☆49Updated 2 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆265Updated 3 years ago
- MLOps simplified. One-stop AI delivery platform, all the features you need.☆106Updated last week
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆151Updated 4 years ago