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The Top 14 Ml Platform Open Source Projects

Open source projects categorized as Ml Platform
Categories > Ml Platform
Wandb ⭐ 8,204
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266most recent commit 2 days agopypi wandb} Downloads
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 17 days agopypi metaflow} Downloads
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119most recent commit 17 days agopypi bentoml} Downloads
Skypilot ⭐ 4,975
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
dependent packages 4total releases 32most recent commit 3 months agopypi skypilot} Downloads
Determined ⭐ 2,715
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
dependent packages 1total releases 221most recent commit 3 months ago
Metaflow Ui ⭐ 293
🎨 UI for monitoring your Metaflow executions!
most recent commit 3 months ago
Metaflow Service ⭐ 166
🚀 Metadata tracking and UI service for Metaflow!
most recent commit 3 months ago
Runbooks ⭐ 151
Finetune LLMs on K8s by using Runbooks
most recent commit 5 months ago
Monai Deploy ⭐ 87
MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.
most recent commit 6 months ago
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318most recent commit 10 months agopypi nbox} Downloads
Monai Deploy App Sdk ⭐ 74
MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.
total releases 14most recent commit 5 months ago
Hydra ⭐ 37
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
total releases 11most recent commit 2 years ago
Full Stack On Prem Cv Mlops ⭐ 23
1 config, 1 command from Jupyter Notebook to serve Millions of users
most recent commit 4 months ago
Ai Ml Project Template ⭐ 11
A simple project template for Artificial Intelligence (AI), Machine Learning (ML) or Data Science with basic files, branches and directory structure.
most recent commit 6 months ago
The 6 Most Depended On Ml Platform Open Source Projects
Wandb ⭐ 8,204
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266latest release December 05, 2023most recent commit 2 days agopypi wandb} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 17 days agopypi metaflow} Downloads
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119latest release November 20, 2023most recent commit 17 days agopypi bentoml} Downloads
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318latest release July 07, 2022most recent commit 10 months agopypi nbox} Downloads
The 8 Latest Releases In Ml Platform Open Source Projects
Wandb ⭐ 8,204
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 622total releases 266latest release December 05, 2023most recent commit 2 days agopypi wandb} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 17 days agopypi metaflow} Downloads
Bentoml ⭐ 6,488
The most flexible way to serve AI models in production
dependent packages 12total releases 119latest release November 20, 2023most recent commit 17 days agopypi bentoml} Downloads
Nbox ⭐ 84
The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸
dependent packages 1total releases 318latest release July 07, 2022most recent commit 10 months agopypi nbox} Downloads
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