Wandb AI

Train AI models and monitor their performance

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AI development platform

AI model training

Weights & Biases (W&B) is an AI developer platform that enhances model building through features like experiment management, visualization, and collaboration in machine learning projects. It supports the entire machine learning workflow, offering both free and subscription-based plans. W&B simplifies the development process with easy integration and compatibility with other tools.

Advantages

Streamlines ML workflow from end to end
Ease of use with quick account setup
Automatic tracking of model inputs and hyperparameters

Disadvantages

Lack of a production engine
Comes with a monthly price for teams

Plans and pricing

Free for personal use
$50 per user per month

Open Source:

Most suitable professions

Programmer, Researcher

Video

Use cases

Experiment tracking: Track, compare, and visualize ML models.
Model optimization: Hyperparameter tuning and model optimization.
Collaboration: Facilitate team collaboration and model performance evaluation.
Large-scale research workflow: Key piece of fast-paced, large-scale research workflows.
Fine-tuning computer vision projects: Used with Labelbox for computer vision projects.