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Wandb AI

Train AI models and monitor their performance

Rank:

0 /
958
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.
Screenshot of the homepage of wandb.ai

👍 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: 

No

🎞️ 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.

Target audience

  • Machine learning practitioners
  • Data scientists
  • Researchers
  • AI development team

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