experiment-management

There are 1 repository under experiment-management topic.

awesome-mlops / awesome-ml-experiment-management
A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀
aiops awesome awesome-list data-science dataops datascience deep-learning experiment-management experiment-tracking kubernetes machine-learning ml-lifecycle mlops model-management model-registry orchestration
61
lumo-tech / lumo
More light-weight pytorch experiment management library!
pytorch deep-learning experiment-management experiment-tracking version-control
Language:Python 61
awesome-mlops / awesome-ml-serving
A curated list of awesome open source and commercial platforms for serving models in production 🚀
kubernetes awesome awesome-list data-science dataops datascience deep-learning machine-learning orchestration experiment-management machine-learning-service microservice ml-lifecycle ml-serving mlops model-management serverless
19
ultmaster / utilsd
Common deep learning utils.
pytorch deep-learning configuration experiment-management logging utils machine-learning mlops
Language:Python 18
awesome-mlops / awesome-mlops-platforms
A curated list of awesome open source and commercial MLOps platforms 🚀
mlops awesome awesome-list data-science dataops datascience deep-learning experiment-management experiment-tracking kubernetes machine-learning ml-lifecycle model-management orchestration
10
nicolas-kuechler / doe-suite
A tool for remote experiment management
design-of-experiments experiment-management
Language:Python 7
liuzuxin / easy-runner
⭐ A lightweight tool for efficiently managing and executing parallel experiments.
commandline-tool deep-learning-toolbox efficient-experiment experiment-management hyperparameter-optimization hyperparameter-tuning machine-learning parallel parallel-processing python
Language:Python 6
HMS97 / gpugo
A python module for GPU device info by using nvidia-smi and assign DL tasks to GPU device automatically and execute parallelly
dl-task-assignment experiment-management gpu-info parallel-computing
Language:Python 5
morty
roma-glushko / morty
🔬 Lightweight experiment and configuration manager for small ML/DL projects and Kaggling
keras tensorflow machine-learning pytorch experiment-tracking experiment-management experiment-monitor deep-learning
Language:Python 5
liuyibo / expmonkey
A git worktree-based CLI tool for efficient management and navigation of multiple isolated experiments in parallel development workflows 🐒
branch-management command-line-tool experiment-management git-helper git-worktree research-tool
Language:Python 3
Michael95-m / simple_demo_dvc
Demonstration about how to use DVC(Data Version Control)
dvc pipeline python data-version-control experiment-management
Language:Jupyter Notebook 3
mathworks / managing_asset_allocation_with_experiment_manager
MATLAB example on how to utilize the Experiment Manager app to fine tune portfolio optimization parameters
asset-management experiment-management matlab matlab-finance portfolio-optimization
Language:MATLAB 2
DDDOH / ProjectTemplate
Begin your next deep learning project with widely-used and user-friendly experiment management features.
deep-learning experiment-management python pytorch
Language:Python 1