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The Top 16 Ml Infrastructure Open Source Projects

Open source projects categorized as Ml Infrastructure
Categories > Ml Infrastructure
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 14 days agopypi metaflow} 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
Efficient Dl Systems ⭐ 502
Efficient Deep Learning Systems course materials (HSE, YSDA)
most recent commit 3 months ago
Aqueduct ⭐ 482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
dependent packages 2total releases 48most recent commit a year agopypi aqueduct-sdk} Downloads
Sagify ⭐ 422
LLMs and Machine Learning done easily
total releases 49most recent commit 3 months ago
Ktext ⭐ 180
Utilities for preprocessing text for deep learning with Keras
total releases 12most recent commit a year ago
Metaflow Service ⭐ 166
🚀 Metadata tracking and UI service for Metaflow!
most recent commit 3 months ago
Actions Ml Cicd ⭐ 136
A Collection of GitHub Actions That Facilitate MLOps
most recent commit 3 years 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
Server ⭐ 58
A standalone inference server for trained Rubix ML estimators.
total releases 18most recent commit 7 months ago
Examples Gallery ⭐ 17
Sample notebooks that use the Openlayer Python API
most recent commit 3 months ago
Vertex Edge ⭐ 16
A tool for training models to Vertex on Google Cloud Platform.
total releases 19most recent commit 2 years ago
Blog ⭐ 16
Kubeflow blog based on fastpages
most recent commit 4 months ago
Metaflow Card Notebook ⭐ 12
Render Jupyter Notebooks With Metaflow Cards
most recent commit 2 years ago
The 5 Most Depended On Ml Infrastructure Open Source Projects
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 14 days agopypi metaflow} Downloads
Aqueduct ⭐ 482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
dependent packages 2total releases 48latest release June 07, 2023most recent commit a year agopypi aqueduct-sdk} 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 10 Latest Releases In Ml Infrastructure Open Source Projects
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 14 days agopypi metaflow} Downloads
Server ⭐ 58
A standalone inference server for trained Rubix ML estimators.
total releases 18latest release September 19, 2023most recent commit 7 months ago
Aqueduct ⭐ 482
Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
dependent packages 2total releases 48latest release June 07, 2023most recent commit a year agopypi aqueduct-sdk} 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
Sagify ⭐ 422
LLMs and Machine Learning done easily
total releases 49latest release January 30, 2022most recent commit 3 months ago
Vertex Edge ⭐ 16
A tool for training models to Vertex on Google Cloud Platform.
total releases 19latest release November 16, 2021most recent commit 2 years ago
Ktext ⭐ 180
Utilities for preprocessing text for deep learning with Keras
total releases 12latest release May 15, 2019most recent commit a year ago
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