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GitHub topics: ml-platform

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

Language: Python - Size: 42.5 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 8,741 - Forks: 824

determined-ai/determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

Language: Go - Size: 198 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 3,132 - Forks: 364

wandb/wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

Language: Python - Size: 169 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 9,769 - Forks: 731

skypilot-org/skypilot

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

Language: Python - Size: 148 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 7,704 - Forks: 614

beam-cloud/beta9

Run serverless GPU workloads with fast cold starts on bare-metal servers, anywhere in the world

Language: Go - Size: 10.7 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 757 - Forks: 44

Netflix/metaflow-service

:rocket: Metadata tracking and UI service for Metaflow!

Language: Python - Size: 1.46 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 199 - Forks: 77

NimbleBoxAI/nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

Language: Python - Size: 63.7 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 86 - Forks: 13

Project-MONAI/monai-deploy-app-sdk

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

Language: Jupyter Notebook - Size: 33.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 104 - Forks: 51

Project-MONAI/monai-deploy

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

Language: Shell - Size: 221 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 106 - Forks: 25

Netflix/metaflow-ui

:art: UI for monitoring your Metaflow executions!

Language: TypeScript - Size: 6.09 MB - Last synced at: 18 days ago - Pushed at: 29 days ago - Stars: 332 - Forks: 38

ZenithClown/ai-ml-project-template

A "production-ready" simple project template to quickly start an Artificial Intelligence (AI), Machine Learning (ML) and/or Data Science (DS) project with basic files, branches and directory structure.

Size: 381 KB - Last synced at: 24 days ago - Pushed at: 8 months ago - Stars: 28 - Forks: 8

ozkary/machine-learning-engineering

Welcome to the Machine Learning Engineering Repository, a comprehensive collection of resources, code, and insights to guide you through the exciting world of machine learning. This repository is designed to provide valuable information, best practices, and hands-on examples for individuals keen on mastering the art and science of machine learning

Language: Jupyter Notebook - Size: 88.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 19 - Forks: 4

Trainy-ai/konduktor

cluster/scheduler health monitoring for GPU jobs on k8s

Language: JavaScript - Size: 5.27 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 47 - Forks: 1

TurboML-Inc/demos

Demos using TurboML!

Language: Jupyter Notebook - Size: 2.01 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 10 - Forks: 0

TurboML-Inc/colab-notebooks

Example notebooks using the TurboML platform

Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 1

japlete/pocket-ml

Browser based AutoML front end for tabular data

Language: JavaScript - Size: 188 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Kenza-AI/kenza

Open-Source Machine Learning Platform

Language: Go - Size: 5.62 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

substratusai/runbooks 📦

Finetune LLMs on K8s by using Runbooks

Language: Go - Size: 5.22 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 168 - Forks: 14

georgian-io-archive/hydra 📦

A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintaining a uniform development UX across cloud environments

Language: HCL - Size: 233 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 43 - Forks: 4

jomariya23156/full-stack-on-prem-cv-mlops

"1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data versioning to Model monitoring and drift detection.

Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 34 - Forks: 2

jegun19/try-me

Machine learning preview platform for everyone

Language: Vue - Size: 1.46 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

koushikvikram/anomaly-detection-platform

🔥🔥🔥🔥🧊🔥🔥 A Data Platform for Monitoring and Detecting Anomalies in Real-Time.

Language: Jupyter Notebook - Size: 3.05 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

hectorLop/Wandb-MV

Model versioning using Weight&Biases with Python.

Language: Python - Size: 86.9 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

NewronAI/newron-sdk

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.

Language: Python - Size: 1.11 MB - Last synced at: about 15 hours ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 4

dao-duc-tung/sagemaker-ml-system

A SageMaker-based ML system solution

Language: Jupyter Notebook - Size: 16.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3