Practical guide to build end-to-end machine learning pipeline and deploy your model in production,
☆91Aug 28, 2023Updated 3 years ago
Alternatives and similar repositories for mlops-best-practices
Users that are interested in mlops-best-practices are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Jan 16, 2023Updated 3 years ago
- Analyze coinbase orderbook in real-time in Python with Bytewax☆11Apr 23, 2024Updated 2 years ago
- End-to-end customer churn prediction pipeline using Spark.☆12Oct 29, 2022Updated 4 years ago
- Designing end-to-end weekly stock report generation using LSTM and Agentic AI. Deploying on AWS with MLOps practices.☆305Feb 13, 2026Updated 8 months ago
- Example notebook to work with ONNX using Hugging Face libraries☆34May 12, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Test LLMs automatically with Giskard and CI/CD☆31Aug 7, 2024Updated 2 years ago
- An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastA…☆39Jul 5, 2024Updated 2 years ago
- ☆21Mar 19, 2024Updated 2 years ago
- ☆11Aug 10, 2023Updated 3 years ago
- ☆12Apr 23, 2021Updated 5 years ago
- Documentation related to the operation of LF AI & Data (https://lfaidata.foundation/)☆11Aug 4, 2026Updated 2 months ago
- An end-to-end batch scoring machine learning system that produces hourly predictions of the number of arrivals and departures that will t…☆26Oct 6, 2026Updated 3 weeks ago
- packaging for Azure and HuggingFace☆14Oct 30, 2022Updated 4 years ago
- End to end machine leanring project: This repository serves as a simplified guide to help you grasp the fundamentals of MLOps.☆34Apr 22, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆19Jul 26, 2024Updated 2 years ago
- Simple servers to benchmark FastAPI vs Axum with Postgres☆20May 1, 2024Updated 2 years ago
- ☆13Jul 31, 2022Updated 4 years ago
- Python Scripts for Bioinformatics☆15Apr 24, 2024Updated 2 years ago
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit☆129Apr 30, 2024Updated 2 years ago
- Collection Of All Python Notebooks Shared On Twitter☆11Apr 10, 2023Updated 3 years ago
- A framework for testing and evaluating AI agents across various task domains, designed for misalignment interpretability research.☆36Sep 17, 2026Updated last month
- Machine Learning Ops Project☆30Mar 19, 2024Updated 2 years ago
- Exploring advanced prompting tools to query SQL database with multiple tables in natural language using LLMs☆16Aug 23, 2024Updated 2 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.
- ☆17Oct 1, 2026Updated last month
- ☆20Dec 8, 2025Updated 10 months ago
- A repo of Flyte-related conference talks☆14Feb 24, 2024Updated 2 years ago
- Machine learning project on Distinguish between the presence and absence of cardiac arrhythmia and its classification in one of the 16 gr…☆11May 11, 2021Updated 5 years ago
- A collection of example workflows that run on Union☆16Updated this week
- Self-hosted chat-with-your-database: natural-language questions answered by real read-only SQL, with a curated context layer and a physic…☆15Aug 27, 2026Updated 2 months ago
- Predicate cache for DuckDB.☆19Oct 23, 2026Updated last week
- ☆18Nov 1, 2023Updated 3 years ago
- This project contains the production ready Machine Learning(Deep Learning) solution for detecting and classifying the brain tumor in medi…☆24Aug 12, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Integrating SSE with NVIDIA Triton Inference Server using a Python backend and Zephyr model. There is very less documentation how to use …☆10May 29, 2024Updated 2 years ago
- ☆14Jun 1, 2023Updated 3 years ago
- Prescriptive guidance for building, deploying, and monitoring machine learning models with Azure Databricks using containers in line with…☆23Feb 2, 2026Updated 9 months ago
- A full fledged mistral+wandb☆13Aug 16, 2024Updated 2 years ago
- aws-serverless-analytics-automation☆11Mar 30, 2024Updated 2 years ago
- System built to find your lookalike with AI☆49Apr 23, 2024Updated 2 years ago
- A collection of APIs built and used by the Real World ML Community☆11Nov 4, 2024Updated last year