Weights and Biases


Weights & Biases (WandB) is a developer tool for machine learning (ML) that provides a central dashboard to track hyperparameters, system metrics, and predictions. It allows users to compare models live and share their findings. With Weights & Biases, ML practitioners can streamline their workflow by managing and versioning their data, collaborating with their team, and focusing on building the best models. The tool offers unique features such as experiment tracking, collaborative dashboards, interactive data visualization, and hyperparameter optimization. It supports popular ML frameworks like TensorFlow, PyTorch, Keras, and scikit-learn, and can integrate with various ML libraries and repositories. Weights & Biases is trusted by leading ML teams and caters to a wide range of use cases across industries. It automates redundant tasks, ensures reproducibility and auditability, and provides infrastructure management and security. With its user-friendly interface and flexibility, Weights & Biases helps ML practitioners, MLOps teams, and ML leaders deliver ROI and accelerate innovation in their ML projects.