Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
☆1,267May 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:
- AI Summer's complete catalog of articles☆113Dec 30, 2021Updated 4 years ago
- A curated list of references for MLOps☆14,231Nov 21, 2024Updated last year
- Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io☆49Sep 15, 2021Updated 5 years ago
- A collection of 100 Deep Learning images and visualizations☆80Jul 13, 2021Updated 5 years ago
- In this repository, I will share some useful notes and references about deploying deep learning-based models in production.☆4,378Nov 9, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,407Aug 16, 2024Updated 2 years ago
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,664Jun 13, 2025Updated last year
- ☆8,916Sep 22, 2024Updated 2 years ago
- Code and files to go along with CS329s machine learning model deployment tutorial.☆624Nov 12, 2022Updated 3 years ago
- Host repository for the "Reproducible Deep Learning" PhD course☆408Apr 18, 2022Updated 4 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,990Updated this week
- 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.☆30,519Jul 18, 2024Updated 2 years ago
- https://huyenchip.com/ml-interviews-book/☆4,785Mar 21, 2025Updated last year
- A curated list of bootcamps and platforms to learn Machine Learning and Data Science☆19Jan 28, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,698Apr 15, 2023Updated 3 years ago
- Recurrent neural networks: building a custom LSTM/GRU cell in PyTorch☆29Sep 18, 2020Updated 6 years ago
- 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.☆2,904Mar 17, 2023Updated 3 years ago
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.☆1,215Sep 14, 2021Updated 5 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,094Apr 28, 2021Updated 5 years ago
- Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.☆12,836Aug 31, 2023Updated 3 years ago
- Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort☆15,392Sep 15, 2026Updated 3 weeks ago
- A curated list of awesome MLOps tools☆5,285Aug 17, 2026Updated last month
- NYU Deep Learning Spring 2020☆6,809Jun 16, 2025Updated 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.
- Lab materials for the Full Stack Deep Learning Course☆1,227Jun 14, 2022Updated 4 years ago
- A set of of fundamental operations and deep learning models using JAX☆15Mar 12, 2021Updated 5 years ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,610Updated this week
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,957Aug 22, 2026Updated last month
- Deploy transformers serverless on AWS Lambda☆122Aug 20, 2021Updated 5 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆878Jun 16, 2023Updated 3 years ago
- GANs in computer vision AI Summer article series☆79Oct 7, 2020Updated 6 years ago
- The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.☆12,657Sep 23, 2026Updated 2 weeks ago
- Lab exercises of Speech and Language Processing course in NTUA☆11Oct 8, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,472Updated this week
- 📺 Discover the latest machine learning / AI courses on YouTube.☆17,432Jan 22, 2024Updated 2 years ago
- Production-Ready Applied Deep Learning☆92Apr 22, 2026Updated 5 months ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,060Dec 28, 2025Updated 9 months ago
- A comprehensive reference for all topics related to Natural Language Processing☆2,040Jun 1, 2026Updated 4 months ago
- Full Stack Deep Learning Online Course☆931Sep 1, 2021Updated 5 years ago
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,291Mar 3, 2024Updated 2 years ago