cockpit VS backpack

Compare cockpit vs backpack and see what are their differences.

cockpit

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks (by f-dangel)

backpack

BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient. (by f-dangel)
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cockpit backpack
3 2
468 541
- -
0.0 2.8
almost 2 years ago about 2 months ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

cockpit

Posts with mentions or reviews of cockpit. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-28.

backpack

Posts with mentions or reviews of backpack. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-28.

What are some alternatives?

When comparing cockpit and backpack you can also consider the following projects:

TorchDrift - Drift Detection for your PyTorch Models

cleverhans - An adversarial example library for constructing attacks, building defenses, and benchmarking both

WeightWatcher - The WeightWatcher tool for predicting the accuracy of Deep Neural Networks

explainerdashboard - Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

SGD-OGR-Hessian-estimator - SGD (stochastic gradient descent) with OGR - online gradient regression Hessian estimator

uncertainty-toolbox - Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization

delve - PyTorch model training and layer saturation monitor

pnotify - Beautiful JavaScript notifications with Web Notifications support.