Popular GitHub Repositories for Ml Infrastructure

Build, Manage and Deploy AI/ML Systems

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

Efficient Deep Learning Systems course materials (HSE, YSDA)

Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.

A Collection of GitHub Actions That Facilitate MLOps

deploy ML Infrastructure and MLOps tooling anywhere quickly and with best practices with a single command

A tool for training models to Vertex on Google Cloud Platform.

The official Python library for Openlayer, the Continuous Model Improvement Platform for AI. ?

A SageMaker-based ML system solution

Transcript and slides for the talk "Message Queues: Function and role in ML Inference" on 18th June 2023 at TFUG Kolkata

Showcase of MLflow capabilities

Deep learning inference-as-a-service tools and pipelines for gravitational wave physics