Weights and Biases
lastmod 2024-07-23created 2022-08-102 edits
A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
A machine learning experiment visualization & tracking tool
Features
- "The developer-first MLOps platform"
- A tool that visualizes and tracks every part of the machine learning pipeline, from datasets to production models
- Visualize results in real time on a dashboard to quickly identify regression models
- Dataset and model versioning
- Store and optimize the Hyper-Parameters used during training runs
- Search, compare, and visualize training run results
- Analyze system usage metrics for each run
- Collaborate with team members
- Reproduce past results
- Run Parameter Sweeps
- Store experiment records permanently