zenml
MLOps framework
A framework for building machine learning pipelines with minimal code changes and integrating MLOps practices into data science workflows
ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
4k stars
41 watching
454 forks
Language: Python
last commit: 2 months ago
Linked from 4 awesome lists
aiautomldata-sciencedeep-learningdevops-toolshacktoberfestllmllmopsmachine-learningmetadata-trackingmlmlopspipelinesproduction-readypytorchtensorflowworkflowzenml
Related projects:
Repository | Description | Stars |
---|---|---|
| An MLOps platform providing tools and services to deploy, collaborate and manage machine learning models and data pipelines in a simplified way | 96 |
| A collection of machine learning algorithms implemented in NumPy for rapid experimentation and prototyping. | 15,789 |
| Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications | 37,816 |
| A step-by-step guide to building and deploying a Machine Learning-based REST API for predicting crypto prices using Python. | 769 |
| Automates machine learning workflows and generates reports on every pull request. | 4,046 |
| A high-performance library for parsing and manipulating XML data structures in Python. | 2,725 |
| A lightweight MLOps library for small teams and individuals to manage machine learning model development lifecycle | 22 |
| Teaches Machine Learning fundamentals in Python using Scikit-Learn and TensorFlow | 5 |
| An MLOps Python library that enables data scientists to deploy and orchestrate machine learning pipelines for production-ready inference. | 117 |
| Automated Machine Learning library for Python that streamlines data preparation, model selection, and hyperparameter tuning for tabular data. | 3,081 |
| Automates the end-to-end machine learning workflow from code commit to model deployment | 18 |
| A C++ machine learning library with bindings to other languages and bindings for multiple programming languages. | 5,151 |
| A platform for managing machine learning projects from inception to deployment | 19,021 |
| A structured learning series covering MLOps basics from data preparation to deployment and model monitoring. | 6,120 |
| A deep learning training framework that abstracts away complexities of distributed training and parallelization. | 5,190 |