Projects in Awesome Lists tagged with model-versioning
A curated list of projects in awesome lists tagged with model-versioning .
https://github.com/wandb/wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
ai collaboration data-science data-versioning deep-learning experiment-track hyperparameter-optimization hyperparameter-search hyperparameter-tuning jax keras machine-learning ml-platform mlops model-versioning pytorch reinforcement-learning reproducibility tensorflow
Last synced: 15 Apr 2025
https://github.com/VertaAI/modeldb
Open Source ML Model Versioning, Metadata, and Experiment Management
machine-learning mit model-management model-versioning modeldb verta
Last synced: 18 Apr 2025
https://github.com/vertaai/modeldb
Open Source ML Model Versioning, Metadata, and Experiment Management
machine-learning mit model-management model-versioning modeldb verta
Last synced: 11 Apr 2025
https://mitdbg.github.io/modeldb
Open Source ML Model Versioning, Metadata, and Experiment Management
machine-learning mit model-management model-versioning modeldb verta
Last synced: 18 Nov 2024
https://github.com/swanhubx/swanlab
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / LLaMA Factory / Swift / Ultralytics / veRL / MMEngine / Keras etc.
data-science deep-learning jax logging machine-learning mlops model-versioning python pytorch tensorboard tensorflow tracking transformers visualization
Last synced: 13 Apr 2025
https://github.com/overtrue/laravel-versionable
⏱️Make Laravel model versionable
laravel-model-versionable laravel-package laravel-reversion model-versioning
Last synced: 11 Apr 2025
https://github.com/SwanHubX/SwanLab
⚡️SwanLab: your ML experiment notebook. 你的AI实验笔记本，日志记录与可视化AI训练全流程。
data-science deep-learning fastapi jax machine-learning mlops model-versioning python pytorch tensorboard tensorflow tracking transformers visualization
Last synced: 05 Mar 2025
https://github.com/kleveross/ormb
Docker for Your ML/DL Models Based on OCI Artifacts
docker docker-registry harbor image-registry machine-learning model-management model-versioning oci oci-artifacts oci-registry opencontainers
Last synced: 12 Apr 2025
https://github.com/westonganger/active_snapshot
Simplified snapshots and restoration for ActiveRecord models and associations with a transparent white-box implementation
activerecord associations audit model-snapshots model-versioning rails restore-data ruby versioning
Last synced: 07 Apr 2025
https://github.com/layerai-archive/sdk
Metadata store for Production ML
collaboration data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-tuning keras machine-learning mlops model-versioning python pytorch reinforcement-learning sklearn tensorflow
Last synced: 19 Jan 2025
https://github.com/kleveross/klever-model-registry
Cloud Native Machine Learning Model Registry
cloud-native deep-learning docker harbor machine-learning model-management model-versioning
Last synced: 24 Jan 2025
https://github.com/rstudio/vetiver-python
Version, share, deploy, and monitor models.
mlops model-deploy model-monitoring model-versioning python
Last synced: 04 Apr 2025
https://github.com/newronai/newron-sdk
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
data-science data-versioning deep-learning experiment-tracking hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras machine-learning ml-platform mlops model-monitoring model-registry model-reproducibility model-versioning python3 pytorch tensorflow
Last synced: 02 Apr 2025
https://github.com/md-emon-hasan/mlflow-basic
Covers essential features like model tracking, versioning, and experiment, providing a foundation for efficient ML project lifecycle management.
experiment-tracking mlflow mlfq mlops model-lifecycle model-tracking model-versioning
Last synced: 02 Mar 2025
https://github.com/sayamalt/airline-passenger-satisfaction-classification
Successfully developed a machine learning model to predict Airline Passenger Satisfaction by building an end-to-end MLOps pipeline. It integrates DVC for data versioning, a Dockerfile for containerization, and CI/CD using GitHub Actions for automated deployment.
azure-web-app-service ci-cd-pipeline classification docker-container dvc-pipeline experiment-tracking exploratory-data-analysis feature-engineering github-actions hyperparameter-tuning machine-learning mlflow mlflow-tracking mlops-workflow model-registry model-training-and-evaluation model-versioning optuna scikit-learn
Last synced: 05 Apr 2025
https://github.com/marionchaff/model-storage-manager
A simple class to handle model update, saving and loading with GCP
cloud-storage google-cloud-platform google-cloud-storage machine-learning mlops model-storage model-versioning python
Last synced: 12 Apr 2025
