tensorflow / tensorflow/tensorboard
Plot Error Bars for Stochastic Data
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- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
I'd like to please request a feature to be able to plot a time series with error bars around each data point. You could imagine sending a vector instead of a scalar to tensorboard for a given timestep. Tensorboard could then compute the mean and std dev and plot the point with error bars.
This would be super useful for stochastic data!
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No files, tests, or entry points are named in the issue, so first trace TensorBoard's time-series plotting path and its data-input handling. Done would mean supporting vector values for a timestep, computing mean and standard deviation, and rendering error bars around each plotted point with coverage tests.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- data-visualization
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100