visenger / awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
β29Updated 4 years ago
Alternatives and similar repositories for awesome-production-machine-learning:
Users that are interested in awesome-production-machine-learning are comparing it to the libraries listed below
- A curated list of awesome Machine Learning frameworks, libraries and software.β17Updated 5 years ago
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β182Updated 9 months ago
- Machine Learning Engineering with MLflow, published by Packtβ114Updated 9 months ago
- Best practices for engineering ML pipelines.β35Updated 2 years ago
- β38Updated 3 years ago
- Example machine learning pipeline with MLflow and Hydraβ88Updated 2 years ago
- Applied Machine Learning with Pythonβ78Updated last year
- Engineering MLOps, published by Packtβ184Updated 2 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).β96Updated 2 years ago
- π¬ Sharing your data science notebooks with the community has never been this easy.β38Updated 2 years ago
- This repository provides a curated list of references about Machine Learning Model Governance, Ethics, and Responsible AI.β114Updated last year
- Machine Learning begins with Human Learningβ108Updated 3 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.β56Updated 2 years ago
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcomeβ¦β121Updated 11 months ago
- A comprehensive reference for all topics related to building and maintaining microservicesβ67Updated 2 years ago
- β Priceloop Engineering Conventions for Scala, Python, Git Workflow etcβ101Updated 2 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.β84Updated 2 years ago
- A club to keep learning about MLβ91Updated 3 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packtβ159Updated last year
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlitβ82Updated 2 years ago
- Mastering Machine Learning Algorithms Second Edition, published by Packtβ62Updated 4 years ago
- Real data science interview assignmentsβ93Updated 4 years ago
- πOverview of Modern Deep Learning Techniques Applied to Natural Language Processingβ48Updated 5 years ago
- Reference code base for ML Engineering, Manning Publicationsβ128Updated 3 years ago
- β18Updated 3 years ago
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β262Updated 2 years ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three β¦β238Updated 4 years ago
- MLOps hands-on notes, notebooks and scripts of months of learningβ24Updated 2 years ago
- Mastering spaCy, published by Packtβ133Updated last year
- ML project template facilitating both research and production phases.β109Updated 5 years ago