Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
☆1,250May 1, 2023Updated 3 years ago
Alternatives and similar repositories for Deep-Learning-In-Production
Users that are interested in Deep-Learning-In-Production are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A curated list of references for MLOps☆13,876Nov 21, 2024Updated last year
- A collection of 100 Deep Learning images and visualizations☆81Jul 13, 2021Updated 4 years ago
- In this repository, I will share some useful notes and references about deploying deep learning-based models in production.☆4,381Nov 9, 2024Updated last year
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,346Aug 16, 2024Updated last year
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,629Jun 13, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆8,819Sep 22, 2024Updated last year
- Code and files to go along with CS329s machine learning model deployment tutorial.☆618Nov 12, 2022Updated 3 years ago
- Host repository for the "Reproducible Deep Learning" PhD course☆407Apr 18, 2022Updated 4 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,461Apr 24, 2026Updated last week
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆28,789Jul 18, 2024Updated last year
- https://huyenchip.com/ml-interviews-book/☆4,609Mar 21, 2025Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,352Apr 15, 2023Updated 3 years ago
- A curated list of bootcamps and platforms to learn Machine Learning and Data Science☆18Jan 28, 2021Updated 5 years ago
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,884Mar 17, 2023Updated 3 years ago
- 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.
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.☆1,216Sep 14, 2021Updated 4 years ago
- Recurrent neural networks: building a custom LSTM/GRU cell in PyTorch☆28Sep 18, 2020Updated 5 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,085Apr 28, 2021Updated 5 years ago
- A curated list of awesome MLOps tools☆5,116Mar 20, 2026Updated last month
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,481Aug 31, 2023Updated 2 years ago
- Free MLOps course from DataTalks.Club☆14,519Dec 1, 2025Updated 5 months ago
- Lab materials for the Full Stack Deep Learning Course☆1,220Jun 14, 2022Updated 3 years ago
- NYU Deep Learning Spring 2020☆6,806Jun 16, 2025Updated 10 months ago
- A set of of fundamental operations and deep learning models using JAX☆15Mar 12, 2021Updated 5 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.
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,369Updated this week
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆874Jun 16, 2023Updated 2 years ago
- Deploy transformers serverless on AWS Lambda☆122Aug 20, 2021Updated 4 years ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,508Apr 19, 2026Updated last week
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,428Apr 18, 2026Updated 2 weeks ago
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,181Jan 22, 2024Updated 2 years ago
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,803Oct 19, 2024Updated last year
- Production-Ready Applied Deep Learning☆92Apr 22, 2026Updated last week
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,009Dec 28, 2025Updated 4 months 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.
- A comprehensive reference for all topics related to Natural Language Processing☆2,039Oct 12, 2025Updated 6 months ago
- Full Stack Deep Learning Online Course☆915Sep 1, 2021Updated 4 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,297Mar 3, 2024Updated 2 years ago
- Learn how to develop, deploy and iterate on production-grade ML applications.☆47,416Mar 4, 2026Updated last month
- [Book-2021] Practical MLOps O'Reilly Book☆952Mar 26, 2026Updated last month
- Generic template to bootstrap your PyTorch project.☆650Oct 12, 2023Updated 2 years ago
- This repository contains demos I made with the Transformers library by HuggingFace.☆11,610Apr 20, 2026Updated last week