System design patterns for machine learning
☆2,927Oct 7, 2021Updated 4 years ago
Alternatives and similar repositories for ml-system-design-pattern
Users that are interested in ml-system-design-pattern are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- machine learning system examples☆316Oct 15, 2022Updated 3 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,792Jul 14, 2026Updated last week
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,459Apr 15, 2023Updated 3 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,098Apr 28, 2021Updated 5 years ago
- A curated list of references for MLOps☆13,957Nov 21, 2024Updated last year
- 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.
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,735Aug 31, 2023Updated 2 years ago
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆29,941Jul 18, 2024Updated 2 years ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,728Updated this week
- repository to research & share the machine learning articles☆3,900Jul 1, 2022Updated 4 years ago
- Flexible Feature Engineering & Exploration Library using GPUs and Optuna.☆397Aug 12, 2024Updated last year
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,183Jun 2, 2025Updated last year
- Python linting made easy. Also a casual yet honorific way to address individuals who have entered an organization prior to you.☆492Jun 15, 2026Updated last month
- ☆8,902Sep 22, 2024Updated last year
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,652Jun 13, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 🦉 Data Versioning and ML Experiments☆15,767Jul 14, 2026Updated last week
- The Open Source Feature Store for AI/ML☆7,142Updated this week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆27,113Updated this week
- Build, Manage and Deploy AI/ML Systems☆10,188Updated this week
- Serve, optimize and scale PyTorch models in production☆4,350Aug 6, 2025Updated 11 months ago
- Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.☆342Jun 17, 2026Updated last month
- ☆282Mar 25, 2025Updated last year
- ☆102Jan 22, 2024Updated 2 years ago
- This repo is meant to serve as a guide for Machine Learning/AI technical interviews.☆8,605Jun 20, 2026Updated last month
- 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.
- Learn how to develop, deploy and iterate on production-grade ML applications.☆48,820Mar 4, 2026Updated 4 months ago
- Gather around the table, and have a discussion to catch up the latest trend of machine learning 🤖☆328Jan 9, 2026Updated 6 months ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,763Mar 23, 2026Updated 3 months ago
- A curated list of awesome MLOps tools☆5,212Apr 29, 2026Updated 2 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,386Aug 16, 2024Updated last year
- A hyperparameter optimization framework☆14,532Updated this week
- データサイエンス100本ノック(構造化データ加工編)☆2,529May 19, 2026Updated 2 months ago
- WIP: Roadmap to becoming a machine learning engineer in 2020☆2,206Sep 16, 2021Updated 4 years ago
- 📝 A list of pre-trained BERT models for Japanese with word/subword tokenization + vocabulary construction algorithm information☆132Mar 15, 2023Updated 3 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.
- Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation☆705Jun 3, 2024Updated 2 years ago
- Machine Learning Pipelines for Kubeflow☆4,169Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,713May 2, 2026Updated 2 months ago
- DataOps(Data Operation), MLOps(Machine Learning Operation) Contents☆132Mar 15, 2021Updated 5 years ago
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.☆23,694Updated this week
- Algorithms for outlier, adversarial and drift detection☆2,540Dec 11, 2025Updated 7 months ago
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,784Updated this week