Topic: "ml-infrastructure"
Netflix/metaflow
Build, Manage and Deploy AI/ML Systems
Language: Python - Size: 42.7 MB - Last synced at: 1 day ago - Pushed at: 5 days ago - Stars: 8,819 - Forks: 829
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: 150 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 8,106 - Forks: 650
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: 6 days ago - Pushed at: 2 months ago - Stars: 3,140 - Forks: 365
mryab/efficient-dl-systems
Efficient Deep Learning Systems course materials (HSE, YSDA)
Language: Jupyter Notebook - Size: 68.7 MB - Last synced at: 6 days ago - Pushed at: 27 days ago - Stars: 831 - Forks: 132
RunLLM/aqueduct
Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
Language: Go - Size: 22 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 521 - Forks: 19
Netflix/metaflow-service
:rocket: Metadata tracking and UI service for Metaflow!
Language: Python - Size: 1.46 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 201 - Forks: 77
machine-learning-apps/actions-ml-cicd 📦
A Collection of GitHub Actions That Facilitate MLOps
Language: Jupyter Notebook - Size: 2.11 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 197 - Forks: 42
hamelsmu/ktext
Utilities for preprocessing text for deep learning with Keras
Language: Jupyter Notebook - Size: 81.1 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 180 - Forks: 29
mlinfra-io/mlinfra
deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single command
Language: Python - Size: 16.5 MB - Last synced at: 17 days ago - Pushed at: 4 months ago - Stars: 108 - Forks: 16
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: 33.8 MB - Last synced at: 5 days ago - Pushed at: 28 days ago - Stars: 104 - Forks: 53
slai-labs/get-beam
Run GPU inference and training jobs on serverless infrastructure that scales with you.
Language: Shell - Size: 5.96 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 102 - Forks: 23
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: 27 days ago - Pushed at: over 1 year ago - Stars: 86 - Forks: 13
RubixML/Server
A standalone inference server for trained Rubix ML estimators.
Language: PHP - Size: 18.3 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 62 - Forks: 11
Trainy-ai/konduktor
cluster/scheduler health monitoring for GPU jobs on k8s
Language: JavaScript - Size: 5.27 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 47 - Forks: 1
determined-ai/determined-examples
Example ML projects that use the Determined library.
Language: Python - Size: 2.73 MB - Last synced at: 21 days ago - Pushed at: 8 months ago - Stars: 32 - Forks: 3
kubeflow/blog
Kubeflow blog based on fastpages
Language: Jupyter Notebook - Size: 22.4 MB - Last synced at: 15 days ago - Pushed at: 16 days ago - Stars: 31 - Forks: 48
fuzzylabs/vertex-edge
A tool for training models to Vertex on Google Cloud Platform.
Language: Python - Size: 4.09 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 11
outerbounds/metaflow-card-notebook
Render Jupyter Notebooks With Metaflow Cards
Language: Python - Size: 3.46 MB - Last synced at: 17 days ago - Pushed at: 8 months ago - Stars: 29 - Forks: 5
openlayer-ai/openlayer-python
The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. 📈
Language: Python - Size: 21.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 10 - Forks: 1
otaviog/rflow
RFlow - A workflow framework for agile machine learning
Language: Python - Size: 2.62 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1
arindas/tfug-ml-mq-infer
Transcript and slides for the talk "Message Queues: Function and role in ML Inference" on 18th June 2023 at TFUG Kolkata
Size: 4.24 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
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
Propheto-io/propheto
Main python package for deploying and managing machine learning models in production
Language: Python - Size: 4.39 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1
gershonc/mlflow_showcase
Showcase of MLflow capabilities
Language: Jupyter Notebook - Size: 795 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1
fastmachinelearning/gw-iaas
Deep learning inference-as-a-service tools and pipelines for gravitational wave physics
Language: Python - Size: 10.3 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 4
AxelGard/grazing-cira
Cira set in production
Language: Python - Size: 220 KB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 1 - Forks: 0
yennanliu/HousePricePredAPI
ML api predict house price wrapped in Docker and deployed to AWS ECS/Fargate | #DE |#ML
Language: Python - Size: 1.06 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0
anastasiamkh/aws-dataflow-simulator
Python package that simplifies the creation of AWS infrastructure for simulating real-time data streaming and batch processing, ideal for integrating into machine learning projects.
Language: Python - Size: 2.68 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
DeCenter-AI/decenter-ai.streamlit.app
Decenteralized AI training platform for all
Language: Python - Size: 79.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 2
