A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
☆233Feb 18, 2024Updated 2 years ago
Alternatives and similar repositories for ml-monitoring
Users that are interested in ml-monitoring are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ML pipeline orchestration and model deployments on Kubernetes.☆436Aug 18, 2023Updated 3 years ago
- Best practices for engineering ML pipelines.☆35Jun 20, 2022Updated 4 years ago
- End to End example integrating MLFlow and Seldon Core☆51Oct 27, 2020Updated 5 years ago
- Concept drift monitoring for HA model servers.☆102Mar 6, 2023Updated 3 years ago
- A docker image for HDFS FileBrowser. Cloudera Hue with FileBrowser only.☆11Sep 20, 2018Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆444Nov 3, 2021Updated 4 years ago
- Strategies to deploy deep learning models☆27Jul 18, 2018Updated 8 years ago
- CS 582 Information Retrieval at University of Illinois at Chicago. Multithreaded crawling of UIC domain, inverted index, page rank, SEO w…☆19Dec 15, 2018Updated 7 years ago
- Capturing model drift and handling its response - Example webinar☆108Aug 1, 2019Updated 7 years ago
- A workshop with several modules to help learn Feast, an open-source feature store☆104Nov 19, 2025Updated 8 months ago
- Get your MLOps (Level 1) platform started and going fast.☆127Feb 16, 2023Updated 3 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Jun 10, 2022Updated 4 years ago
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆897Updated this week
- A curated list of references for MLOps☆14,158Nov 21, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆82Jan 16, 2022Updated 4 years ago
- An easy-to-use Python module that helps you to extract the BERT embeddings for a large text dataset (Bengali/English) efficiently.☆36May 18, 2023Updated 3 years ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,816Aug 5, 2026Updated last week
- PoC with FastAPI and Celery to ML inference☆96Dec 8, 2022Updated 3 years ago
- Deep Learning model monitoring☆24Jun 11, 2020Updated 6 years ago
- This project shows how to serve an TF based image classification model as a web service with TFServing, Docker, and Kubernetes(GKE).☆127Jul 29, 2022Updated 4 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,851Updated this week
- ☆11Dec 30, 2022Updated 3 years ago
- Deployment template for a continuous training pipeline.☆21May 1, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Example unit tests for deep learning projects.☆37Aug 19, 2020Updated 5 years ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,790Aug 3, 2026Updated 2 weeks ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆108Oct 28, 2021Updated 4 years ago
- 🌊 Online machine learning in Python☆5,918Updated this week
- PyTorch tool for training with bigger batch size on the GPU☆11Feb 26, 2021Updated 5 years ago
- ☆20Jun 21, 2021Updated 5 years ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,185Jun 2, 2025Updated last year
- Analysis pipeline for quick ML analyses.☆11Oct 4, 2018Updated 7 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆15Dec 2, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Social Analytics with R☆11Apr 3, 2018Updated 8 years ago
- Doubt your data, find bad labels.☆515Jul 15, 2024Updated 2 years ago
- ☆17Sep 22, 2022Updated 3 years ago
- My own comments and modifications to word2vec by Mikolov et al.☆16Jan 31, 2016Updated 10 years ago
- ☆711Sep 13, 2022Updated 3 years ago
- Using MLflow with a Docker Environment☆19Sep 17, 2020Updated 5 years ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,552Updated this week