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)

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

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