experiment-management 开源项目推荐（62 个）

Dramwig /FlowLine

Automated tool for running Python programs in a streamlined manner

ProjectDXAI /labrat

自治多分支研究实验室。分支机构争夺计算预算。系统会逐渐趋同于有效的方法。

awesome-mlops /awesome-ml-experiment-management

A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀

Usaid22 /swarm-factory

Top Autonomous Research Multi-Agent System for 2026 Lab Experiments

lumo-tech /lumo

More light-weight pytorch experiment management library!

Araaf7 /swarm-factory

Top Autonomous Research Multi-Agent System for 2026 Lab Experiments

awesome-mlops /awesome-ml-serving

A curated list of awesome open source and commercial platforms for serving models in production 🚀

awesome-mlops /awesome-mlops-platforms

A curated list of awesome open source and commercial MLOps platforms 🚀

quqxui /RSI-Flow

A recursive self-improvement (RSI) workflow that evolves both target agents (e.g., Pi and DeepSeek Harness) and the RSI system itself.

YanivDorGalron /easysweeps

Easy Sweeps: A command-line utility for automating W&B sweep creation, launch, and GPU process management with ease.

ultmaster /utilsd

Common deep learning utils.

elcorto /psweep

Loop like a pro, make parameter studies fun.

liuyibo /expmonkey

A git worktree-based CLI tool for efficient management and navigation of multiple isolated experiments in parallel development workflows 🐒

Axect /pytorch_template

AI-agent-friendly PyTorch research pipeline — one YAML config drives preflight, training, Optuna HPO, and real-time TUI monitoring

liuzuxin /easy-runner

⭐ A lightweight tool for efficiently managing and executing parallel experiments.

nicolas-kuechler /doe-suite

A tool for remote experiment management

EpistasisLab /ASAREE

A visual analytics platform for engineering, executing, and evaluating reproducible agentic AI teams using experimental design methods.

Qyusu /qxmt

QXMT is a experiment management tool for quantum computing and quantum machine learning.

HMS97 /gpugo

A python module for GPU device info by using nvidia-smi and assign DL tasks to GPU device automatically and execute parallelly

Shiba-hua /create-research-experiment-repo

Codex skill for approval-led experiment repositories: connect reports, configurations, raw evidence, and review decisions for delegated research.