Accelerate scientific research and achieve breakthroughs with Weights & Biases
From robotics and climate intelligence to geospatial analytics and agricultural research, W&B helps scientific organizations and research teams push the boundaries of what’s possible.
Trusted by cutting-edge research institutions and innovative tech startups
Capella Space, an innovative aerospace and satellite imaging company, uses W&B to optimize disaster response, maritime domain awareness, and defense & intelligence.
Covariant, a cutting-edge Robotics & AI company, uses W&B to build warehouse robots that automate tasks like object picking, sorting, kitting, and more.
Sylvera, a pioneering carbon intelligence company, uses W&B to optimize their carbon intelligence algorithms and generate high-quality carbon credit ratings to their end customers.
Rich & flexible visualizations for instant insights
Instantly log any data type – including geospatial, climatic, agricultural, simulation, robotics, rich media data and more – and produce detailed visualizations for deep analysis. Discover the hidden patterns and insights with the help of interactive queries and configurable plots.
Scale up your collaborative and agile experimentation
Reduce your R&D lifecycle drastically by scaling up your number of concurrent experiments by a significant order of magnitude, with full tracking and reproducibility for each experiment. Share and study collaborative dashboards and reports. Visualize, debug, and analyze performance in real-time to iterate fast and achieve breakthroughs.
Ensure reproducibility and regulatory compliance
Scale training from your laptop to distributed environments, with full model reproducibility. Easily and securely access compute environments while skipping the complexity of infrastructure management. Get the most out of your resources with real-time system monitoring.
Fits seamlessly into your workflow and community
W&B easily integrates with 9,000+ ML repos and is interoperable with a wide variety of popular ML tools across the experimentation lifecycle. Showcase your work with customizable profiles that help with benchmarking exercises, social attraction, and community collaboration.
Trusted and cited by hundreds of cutting-edge researchers globally
Weights & Biases has been cited by more than 500+ papers published by some of the world’s leading universities and research institutions. From climate science and medical research to fundamental breakthroughs in NLP and computer vision, W&B’s MLOps platform has played a major role in accelerating and optimizing research across the ML lifecycle.
See W&B in action
Classification of astrophysical events with ACAI
Offline Reinforcement Learning with Collaborative Datasets
Drought Watch Benchmark Baseline Development with W&B
Replicate ClimateBert Language Models in W&B
Planetary Well-Being Metrics Analysis with W&B
Augmenting Genetic Algorithms with Deep Neural Networks for Exploring the Chemical Space
Synthetic Training Data & Scene Composition for at SBX Robotics
The Weights & Biases platform helps you streamline your workflow from end to end
Models
Experiments
Track and visualize your ML experiments
Sweeps
Optimize your hyperparameters
Model Registry
Register and manage your ML models
Automations
Trigger workflows automatically
Launch
Package and run your ML workflow jobs
Weave
Traces
Explore and
debug LLMs
Evaluations
Rigorous evaluations of GenAI applications