The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
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Nov 11, 2026 - Python
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The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
data-science machine-learning reinforcement-learning ai deep-learning tensorflow keras collaboration pytorch hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning hyperparameter-search model-versioning jax mlops experiment-track ml-platform
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
visualization python training tracking data-science machine-learning deep-learning tensorflow logging transformers pytorch tensorboard model-versioning mlops ai-infra llm
Open Source ML Model Versioning, Metadata, and Experiment Management
⏱️Make Laravel model versionable
Docker for Your ML/DL Models Based on OCI Artifacts
docker machine-learning docker-registry oci model-management harbor opencontainers model-versioning image-registry oci-artifacts oci-registry
Simplified snapshots and restoration for ActiveRecord models and associations with a transparent white-box implementation
A scalable, high-performance serving system for federated learning models
Metadata store for Production ML
python data-science machine-learning reinforcement-learning deep-learning tensorflow sklearn keras collaboration pytorch hyperparameter-optimization hyperparameter-tuning data-versioning model-versioning mlops experiment-tracking
Cloud Native Machine Learning Model Registry
Version, share, deploy, and monitor models.
Laravel Model history tracking made easy
A lightweight command line interface for the management of arbitrary machine learning tasks
A Laravel package for versioning Eloquent models with a simple and scalable approach.
Frictionless Machine Learning on Kubernetes
A Model Management Platform (MMP) for Industry 4.0 Environments (Frontend)
A Model Management Platform (MMP) for Industry 4.0 Environments (Backend)
Model versioning using Weight&Biases with Python.
data-science machine-learning deep-learning model model-validation model-deployment model-versioning mlops experiment-tracking ml-platform
Immutable checkpoint storage for ML training pipelines. Kernel-level protection, anomaly detection, score-gated rollback, and self-healing recovery. Built in Rust.
linux rust devops machine-learning immutable deep-learning rollback checkpoint self-healing ai-safety model-versioning ml-infrastructure mlops content-addressing training-pipeline anomaly-detection-algorithm experiment-tracking ai-compliance integrity-verification model-integrity
Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.
data-science machine-learning deep-learning tensorflow keras python3 pytorch hyperparameter-optimization hyperparameter-tuning data-versioning hyperparameter-search model-versioning mlops model-monitoring model-registry experiment-tracking ml-platform model-reproducibility
Deploying a Machine Learning Model on Heroku with FastAPI using CI/CD tools as GitHub Actions and Heroku Automatic Deployment.
python heroku machine-learning continuous-integration continuous-delivery continuous-deployment ci-cd data-version-control heroku-deployment data-versioning model-versioning dvc github-actions fastapi dvc-for-data-science
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