keplr-io/quiver

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1784 stars · 224 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Quiver is a Python library (quiver_engine) that launches an interactive web dashboard to visualize layer activations of Keras convolutional neural network models. It is installed via pip and started with a single line of code, serving a browser-based exploration UI at localhost.

Use cases

• visualize layer activations of a keras convnet
• inspect what features each cnn layer learns
• debug a keras image classification model interactively
• explore model predictions on a folder of images
• show a deep learning visualization dashboard to students
• understand intermediate convnet feature maps

When to choose

• you use Keras and want a one-line interactive visualization of convnet activations
• you need a browser dashboard to explore layer outputs on your own images
• you are teaching or demonstrating how CNN layers process images

When to avoid

• you use PyTorch, TensorFlow 2.x native, or non-Keras models
• you need actively maintained tooling - the project has not been updated since 2020
• you need production model monitoring rather than exploratory visualization

Facets

library · maturity abandoned

data-visualization deep-learning machine-learning deep-learning machine-learning data-visualization computer-vision python browser keras convnet activation-visualization dashboard interpretability web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="keplr-io/quiver")