lanpa/tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...) observed · 2026-08-28
Health v2 · maintenance only
78/100
- Activity 92
- Release rhythm 46
- 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: 211
- age_days: 3368
- days_rel: 151
- days_push: 50
- n_releases_24m: 2
Adoption not part of the score
7998 stars · 852 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A Python library for writing TensorBoard event files from PyTorch, Chainer, MXNet, NumPy, and other frameworks without needing TensorFlow. It supports logging scalars, images, histograms, audio, text, graphs, embeddings, and more via a simple SummaryWriter API.
Use cases
- visualize pytorch training metrics in tensorboard
- log scalars and histograms during model training
- log images and audio from training without tensorflow
- track hyperparameters and pr curves in tensorboard
- write tensorboard events from numpy arrays
When to choose
- you train models in PyTorch or other non-TensorFlow frameworks and want TensorBoard dashboards
- you need lightweight event-file writing with a simple function-call API
When to avoid
- you use TensorFlow, which has built-in TensorBoard support
- you need a full experiment-tracking platform with remote dashboards like W&B or MLflow
Facets
library · maturity active
data-visualization logging machine-learning machine-learning data-visualization deep-learning python cross-platform tensorboard pytorch training-visualization summary-writer
2 sources
- readme: https://github.com/lanpa/tensorboardX · fetched 2026-08-28 · 38fe0d8301e1
- registry_pypi: https://pypi.org/pypi/tensorboardx/json · fetched 2026-08-29 · 1388d56ba640
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| lanpa/tensorboardX | main | 78 |
For agents
markdown · JSON · MCP: product_card(name="lanpa/tensorboardX")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem