fossasia/visdom
Tool for real-time visualization, monitoring and collaborative analysis of AI/ML experiments and live data. Supports Python, PyTorch/Torch, NumPy, TensorFlow/Keras https://visdom.dev observed · 2026-08-28
Health v2 · maintenance only
67/100
- Activity 99
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 3507
- days_rel: n/a
- days_push: 7
- n_releases_24m: 0
Adoption not part of the score
10282 stars · 1248 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Visdom is a Python tool for real-time visualization, monitoring, and collaborative analysis of live data and ML experiments. It provides a web-based UI with draggable windows for plots, images, and text, organized into persistent environments for building dashboards and debugging experiments.
Use cases
- visualize training curves of pytorch experiments in real time
- monitor live data plots from a remote server
- share experiment dashboards with collaborators
- debug machine learning code by inspecting intermediate results
- plot images and text during model training
- build dashboards for live scientific data
When to choose
- you train models with PyTorch, TensorFlow, or NumPy and want lightweight live plotting
- you need to monitor experiments running on remote machines
- you want a shareable web UI for collaborative experiment inspection
When to avoid
- you need full experiment-tracking with metrics versioning and model registries like MLflow or W&B
- you only need static publication-quality plots
- your project is not Python-based
Facets
library · maturity active
data-visualization monitoring analytics data-visualization machine-learning data-science developer-tools python cross-platform pytorch tensorflow experiment-tracking dashboards live-data plotting web-server
2 sources
- readme: https://github.com/fossasia/visdom · fetched 2026-08-28 · f33b4257490d
- homepage: https://visdom.dev · fetched 2026-08-29 · 44136fa355b3
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| fossasia/visdom | main | 67 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem