Projects in Awesome Lists tagged with ml-platform

https://github.com/wandb/wandb

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

ai collaboration data-science data-versioning deep-learning experiment-track hyperparameter-optimization hyperparameter-search hyperparameter-tuning jax keras machine-learning ml-platform mlops model-versioning pytorch reinforcement-learning reproducibility tensorflow

Last synced: 12 May 2025

https://github.com/netflix/metaflow

Build, Manage and Deploy AI/ML Systems

agents ai aws azure data-science datascience gcp generative-ai high-performance-computing kubernetes llm llmops machine-learning ml ml-infrastructure ml-platform mlops model-management python

Last synced: 09 Sep 2025

https://github.com/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.

cloud-computing cloud-management cost-management cost-optimization data-science deep-learning distributed-training finops gpu hyperparameter-tuning job-queue job-scheduler llm-serving llm-training machine-learning ml-infrastructure ml-platform multicloud spot-instances tpu

Last synced: 12 May 2025

https://github.com/Netflix/metaflow

:rocket: Build and manage real-life ML, AI, and data science projects with ease!

ai aws azure data-science datascience gcp high-performance-computing kubernetes machine-learning ml ml-infrastructure ml-platform mlops model-management productivity python r r-package reproducible-research rstats

Last synced: 13 Mar 2025

https://github.com/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.

data-science deep-learning distributed-training hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras kubernetes machine-learning ml-infrastructure ml-platform mlops pytorch tensorflow

Last synced: 14 May 2025

https://github.com/beam-cloud/beta9

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

autoscaler cloudrun cuda developer-productivity distributed-computing faas fine-tuning functions-as-a-service generative-ai gpu large-language-models llm llm-inference ml-platform paas self-hosted serverless serverless-containers

Last synced: 14 Apr 2025

https://github.com/netflix/metaflow-ui

:art: UI for monitoring your Metaflow executions!

metaflow ml-platform ui

Last synced: 01 Jul 2025

https://github.com/Netflix/metaflow-ui

:art: UI for monitoring your Metaflow executions!

metaflow ml-platform ui

Last synced: 08 Apr 2025

https://github.com/netflix/metaflow-service

:rocket: Metadata tracking and UI service for Metaflow!

ai data-science machine-learning metaflow ml ml-infrastructure ml-platform productivity ui

Last synced: 01 Jul 2025

https://github.com/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.

ai deep-learning deploy dicom healthcare image-processing machine-learning medical-imaging ml ml-infrastructure ml-platform mlops model-deployment model-serving monai pipeline python pytorch workflow

Last synced: 16 May 2025

https://github.com/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.

ai ai-application-deployment ai-application-development deep-learning dicom fhir guidelines healthcare inference machine-learning medical-imaging ml-platform mlops monai open-standard pathology python pytorch radiology

Last synced: 15 Aug 2025

https://github.com/nimbleboxai/nbox

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

data-science machine-learning ml-infrastructure ml-platform ml-service mlops mlops-automation mlops-pipeline mlops-tool mlops-workflow model-deployment model-management model-monitoring model-serving practical-mlops

Last synced: 14 Dec 2025

https://github.com/velda-io/velda

Run GPU or batch jobs directly from your dev environment

cloud-computing cloud-management job-scheduler ml-infrastructure ml-platform workflow

Last synced: 28 Nov 2025

https://github.com/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.

deep-learning jupyter-notebook keras ml-engineering ml-platform ml-production ml-project ml-roadmap mlops template tensorflow

Last synced: 13 Aug 2025

https://github.com/kenza-ai/kenza

Open-Source Machine Learning Platform

aws aws-sagemaker cd4ml continuous-training machine-learning machine-learning-platform ml-platform open-source-ml-platform sagemaker

Last synced: 14 Oct 2025

https://github.com/newronai/newron-sdk

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

data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras machine-learning ml-platform mlops model-monitoring model-registry model-reproducibility model-versioning python3 pytorch tensorflow

Last synced: 02 Apr 2025

https://github.com/taimoorkhan10/mlops-forge

A complete production-ready MLOps framework with built-in distributed training, monitoring, and CI/CD. Deploy ML models to production with confidence using our battle-tested infrastructure.

ai-infrastructure ci-cd datascience devops distributed-training docker feature-store kubernetes machine-learning ml-engineering ml-platform mlflow mlops mlops-framework mlops-pipeline mlops-tools model-deployment model-monitoring python pytorch