A Few of Our Favorite W&B Reports
Discover a variety of interesting reports created by the W&B community
Created on December 7|Last edited on January 26
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What are Weights & Biases Reports, one might ask? Think of them as flexible, collaborative dashboards — you're actually reading one right now!
There are so many ways Reports can help with your machine learning projects. The first is using Reports as a work log to keep track of results and plan the next steps. Then, when you're ready to share updates, you can send a Report to a colleague where they can interactively explore your charts, notes, and dynamic experiments and leave comments with their thoughts.
Reports are also multiplayer, meaning you can invite collaborators to your W&B Team and work on your Report together. And, let's not forget you can programmatically create W&B Reports too. Whether it's for automated generation of CI/CD reports, training dashboards, model governance reports, data quality summaries, hyperparameter search results, and more.
Try W&B Reports
Powerful, feature-rich visualisation
With W&B Reports, you can embed interactive charts, images, videos, 3D visualizations, LaTex, and use all the common features of a word editor.
How Many Discoveries Were Lost Because They Weren't Written Down?
With Reports you can save your ingenious ideas and insights alongside a snapshot of your work and then share them with your team. Or just keep them all for when you need them.
Variable Bitrate Neural Fields: Create Fast Approximations of 3D Scenes
This article explores creating accurate, fast approximations of complex 3D scenes with a low memory footprint, as outlined in 'Variable Bitrate Neural Fields'.
Get Started with W&B
Reports API
Using the W&B Reports API, you can programmatically create Reports and even use pre-defined templates. Our users use these for the automatic generation of dashboards, model governance reports, data quality summaries, hyperparameter search results, CI/CD, and more.
W&B Reports API
Reports for Research
Researchers and students around the world use Weights & Biases daily to share their training journals, results, analysis, and assignments with their colleagues and supervisors.
Gym-μRTS: Toward Affordable Deep Reinforcement Learning Research in Real-Time Strategy Games
Train agents to play an RTS game with commodity machines (one GPU, three vCPU, 16GB RAM)
Collaborative Research and Publication-Ready Graphics with W&B
Real-time collaboration and publication-ready graphics with a few mouse clicks or lines of code
W&B for Academics
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