CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)
☆447Feb 22, 2023Updated 3 years ago
Alternatives and similar repositories for seai
Users that are interested in seai are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Software Engineering for AI/ML -- An Annotated Bibliography☆335Jul 16, 2024Updated last year
- ☆30Feb 14, 2024Updated 2 years ago
- ☆18May 6, 2019Updated 6 years ago
- A curated list of articles that cover the software engineering best practices for building machine learning applications.☆1,348Mar 26, 2024Updated 2 years ago
- Code and Data for: Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming☆33Feb 23, 2024Updated 2 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.
- ☆24Nov 14, 2025Updated 4 months ago
- ☆16Jan 2, 2020Updated 6 years ago
- Build a Full stack Q&A Chatbot with Langchain, and LLM Models on Amazon Sagemaker☆12Nov 10, 2023Updated 2 years ago
- A curated list of references for MLOps☆13,832Nov 21, 2024Updated last year
- A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dm…☆10,317Apr 15, 2023Updated 2 years ago
- ☆10Dec 13, 2021Updated 4 years ago
- Behavioral "black-box" testing for recommender systems☆472Aug 9, 2023Updated 2 years ago
- ☆12Oct 14, 2021Updated 4 years ago
- Implements RNNPool and SoftPool for CNNs.☆14Jan 29, 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 and start building anything your business needs.
- Contains relevant notebooks for the hands-on NLP workshop for the GIDS AIML Conference -2020 Edition☆23May 3, 2021Updated 4 years ago
- Full Stack Deep Learning Online Course☆913Sep 1, 2021Updated 4 years ago
- Interactive tree-maps with SBERT & Hierarchical Clustering (HAC)☆30Dec 31, 2024Updated last year
- Taxonomy of Real Faults in Deep Learning Systems☆15Jan 27, 2020Updated 6 years ago
- Getting started with Decisions-Disruptions☆11Jan 28, 2020Updated 6 years ago
- A new lightweight auto-differentation library that directly builds on numpy. Used as a homework for CMU 11785/11685/11485.☆40Feb 7, 2022Updated 4 years ago
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆241Apr 7, 2023Updated 2 years ago
- Human-In-The-Loop Automatic Program Repair☆19Dec 18, 2019Updated 6 years ago
- ☆18Mar 10, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- A guideline for building practical production-level deep learning systems to be deployed in real world applications.☆4,614Jun 13, 2025Updated 9 months ago
- This repository provides the supplementary materials for our paper - The Impact of Mislabeled Changes by SZZ on Just-in-Time Defect Predi…☆11Aug 6, 2020Updated 5 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆210Jan 7, 2022Updated 4 years ago
- Code Snippet Recommendation from Stack Overflow Post☆19Jun 30, 2021Updated 4 years ago
- SPL Conqueror is a library to learn the influence of configuration options of configurable software systems on non-functional properties.☆23Jun 17, 2024Updated last year
- Image-to-text translation of chemical molecule structures with deep learning (top-5% Kaggle solution)☆14Sep 4, 2022Updated 3 years ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,306Updated this week
- ☆60Dec 21, 2022Updated 3 years ago
- This repository will contain my take on Andrew Trask's book GrokkingDeepLearning.☆14Mar 21, 2020Updated 6 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.
- Lab materials for the Full Stack Deep Learning Course☆1,219Jun 14, 2022Updated 3 years ago
- ☆25Apr 25, 2024Updated last year
- Code and files to go along with CS329s machine learning model deployment tutorial.☆616Nov 12, 2022Updated 3 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,075Apr 28, 2021Updated 4 years ago
- jgit-spark-connector is a library for running scalable data retrieval pipelines that process any number of Git repositories for source co…☆71Feb 13, 2019Updated 7 years ago
- Evaluating SZZ Implementations Through a Developer-informed Oracle (https://arxiv.org/abs/2102.03300)☆21Jun 1, 2023Updated 2 years ago
- pyRforest: A comprehensive R package for genomic data analysis featuring scikit-learn Random Forests in R☆14Aug 20, 2024Updated last year