Neptune
lastmod 2025-02-03created 2025-02-034 edits
📘 The experiment tracker for foundation model training
Neptune.ai is a platform that helps manage machine learning projects and track experiments.
Features
- Self-hosting available.
- Experiment tracking: track model training, hyperparameter tuning, dataset versions, and more. Provides features to visualize and compare experiment results.
- Model versioning: manage various versions of a model, and roll back to or compare with previous versions.
- Data and metadata management: manage metadata related to datasets, and track dataset versions and changes.
- Visualization: visualize the performance, loss, accuracy, etc. of models during training and check them easily on a dashboard.
- Collaboration: share experiment results and collaborate as a team, and leave comments on experiments.
- Integration: integrates with various machine learning frameworks (TensorFlow, PyTorch, Keras, etc.) and lets you manage the flow of code and data.
- Model monitoring: continuously monitor the performance of deployed models and receive alerts in real time.
This platform helps you efficiently handle machine learning pipeline management and experiment tracking.
Free Plans
- Unlimited logging hours
- Unlimited experiments
- Up to 3 users
- 1 workspace
- 1 project
- Standard email & chat support
- 200 GB storage