tensorflow / tensorflow/tensorboard
Bar graph
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- Dominant language
- TypeScript
- Stars
- 7.2k
- Forks
- 1.7k
- Avg merge
- 4d 22h
- Merged PRs (30d)
- 1
Description
It would be very useful to have a bar plot graphing type. My use case is I'm training a RL agent which can choose between 10 different actions for a given state, and I record the chosen actions and currently output to a TensorBoard histogram. But given that this data is inherently discretized, the histogram output isn't fit for purpose, and would make more sense with a bar plot.
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
Start by locating TensorBoard’s histogram visualization and the entry point that selects graphing types. Determine how a bar plot should represent discretized action choices and how it should fit the existing visualization UI. Done means users can view this action data as a bar plot instead of a histogram, with relevant tests covering the new behavior.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- typescript
- Domain
- data-visualization, frontend
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100