MLOps Infrastructure · Python

intelligent-job-management

janwan2003@janwan2003 · Atlas 61.7 · #13= builder

View on GitHub Open janwan2003's Atlas

What it is

The intelligent-job-management repository provides a distributed job scheduling system for GPU clusters, featuring profiling-based job placement, preemption, and cross-node checkpoint resumption. It is modelled after the ANDREAS project and includes a central API, worker nodes, optimizer, and training scripts for managing deep learning workloads.

Scored from the code at its last scan, 27 Oct 2026. How merit is scored

Where it counts

MLOps90%
Machine Learning60%
Computer Vision30%
NLP & LLMs20%
Data Science10%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the MLOps board

Whole board

RankProjectBuilderFieldMerit

1mo-lab-livive-netMLOps Infrastructure · PythonModelOps Lab is a self-hosted reference implementation of a complete machine learning operations lifecycle, featuring synthetic data versioning, deterministic training, model registry, promotion gating, serving, monitoring, drift detection, and rollback.72.3/100AdvancedJarad PeckenpaughMLOps
2intelligent-job-managementMLOps Infrastructure · Python67.5/100Advancedjanwan2003MLOps
3SignalR.E.A.C.HAI Developer ToolSignalR.E.A.C.H is a tool for installing and managing a SimpleRAG plugin that provides a hosted OpenAI-compatible endpoint via a local OmniRoute relay. It includes a CLI installer, control panel, VS Code extension, and automated tests.56.2/100ImplementationMaster MindMLOps
04qwen38-27b-cu128-torch280-py311MLOps Infrastructure · DockerfileThe repository provides a Dockerfile and pinned dependency files to build a reproducible base image for running the Qwen/Qwen3.8-27B model, eliminating environment setup by guaranteeing CUDA/PyTorch compatibility and pre‑installing required libraries.48.7/100ImplementationRickMLOps

What it is

Where it counts

Around it on the MLOps board

More from janwan2003