Advance scientific discovery and innovation with Weights & Biases
Whether it’s small molecule drug discovery (SMDD), medical imaging, predictive diagnostics, or analyzing clinical trial notes with LLMs, W&B helps scientists push groundbreaking research forward.
Trusted by the most innovative healthcare and life science institutions in the world
OpenFold, a leading AI research and development consortium for biology and drug discovery, accelerated their reproduction of AlphaFold 2 with W&B.
Invitae, one of the fastest-growing genetic testing companies in the world, uses W&B to run rapid machine learning experiments to ultimately bring the power of genetic insights to everyone.
Northwestern Medicine, one of the largest care providers in the U.S., built an LLM-powered app that helped them uncover critical patient information and book thousands of vital follow ups.
Streamline your R&D workflows
Streamline R&D with W&B’s centralized model and experiment system for improved collaboration, observability, and reproducibility. Accelerate discovery by sharing insights in real-time.
Industry-leading security and compliance
W&B is SOC 2 Type II compliant with robust enterprise-grade information security policies. Our SaaS offering is fully GDPR-compliant and Privacy Shield-certified. W&B also supports enterprise installations in private cloud and on-prem clusters that can plug in easily with other tools in your ML workflow.
Track data lineage throughout a project’s lifecycle so you never lose work
Weights & Biases gives you meticulous tracking and deep insights into your model and data lineage in a single, centralized location. This not only allows you to deeply understand and interpret your models but also comply with any reporting and regulatory requirements.
Power personalized experiences and visualizations
Run large scale experiments concurrently and get powerful, customizable visualizations in a unified dashboard. Combine rich media like images, videos, and audio alongside performance metrics for analysis. W&B’s interactive queries and configurable tables makes understanding your data— SMDD, DTI, medical imaging, or more—simple.
Fully managed and enterprise-ready–with flexible deployments
Healthcare data is extremely sensitive and Weights & Biases deploys flexibly in your organization to make sure that data is handled with care. While we support multi-tenant cloud deployments, our healthcare customers generally prefer a single-tenant or customer-managed option.
See W&B in action
Using W&B with DeepChem: Molecular Graph Convolutional Networks
Northwestern Medicine Delivers Timely and Quality Care with W&B
Training a Protein Language Model on Cloud TPU
AlphaFold-ed Proteins in W&B Tables
Brain Tumor Segmentation using MONAI and WandB
The Weights & Biases platform helps you streamline your ML workflow from end to end
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