cortex

ML platform

A production-ready infrastructure for deploying and managing machine learning models at scale

Production infrastructure for machine learning at scale

GitHub

8k stars
145 watching
607 forks
Language: Go
last commit: 5 months ago
Linked from 5 awesome lists

infrastructuremachine-learning

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
seldonio/seldon-core An MLOps framework for packaging, deploying, and managing machine learning models on Kubernetes at scale 4,384
mlflow/mlflow A platform to manage the entire machine learning lifecycle, from experiment tracking to model deployment. 18,781
cortexproject/cortex A long-term storage solution for Prometheus data 5,472
fedml-ai/fedml A unified and scalable machine learning library for large-scale distributed training, model serving, and federated learning. 4,187
alirezadir/production-level-deep-learning A guide to building production-ready deep learning systems for real-world applications 4,351
ahkarami/deep-learning-in-production A collection of notes and references on deploying deep learning models in production environments 4,306
tensorflow/serving A high-performance serving system for machine learning models in production environments. 6,185
gokumohandas/made-with-ml Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications 37,603
paddlepaddle/paddle A high-performance deep learning framework designed for industrial-scale training and deployment of neural networks. 22,258
replicate/cog A tool for packaging and deploying machine learning models in a standard, production-ready container environment. 8,081
kubernetes-sigs/metrics-server Provides container resource metrics for Kubernetes autoscaling pipelines 5,835
higgsfield-ai/higgsfield A framework for efficient and fault-tolerant distributed training of large neural networks on multiple GPUs. 3,293
llmware-ai/llmware A framework for building enterprise LLM-based applications using small, specialized models 6,651
dotnet/machinelearning A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML. 9,035
iterative/cml Automates machine learning workflows and generates reports on every pull request. 4,038