higher VS backpack

Compare higher vs backpack and see what are their differences.

higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps. (by facebookresearch)

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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higher backpack
2 2
1,561 542
- -
0.0 1.9
about 2 years ago 14 days ago
Python Python
Apache License 2.0 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.

higher

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

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 higher and backpack you can also consider the following projects:

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

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

TorchDrift - Drift Detection for your PyTorch Models

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

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

pnotify - Beautiful JavaScript notifications with Web Notifications support.

pytea - PyTea: PyTorch Tensor shape error analyzer

AIX360 - Interpretability and explainability of data and machine learning models

delve - PyTorch model training and layer saturation monitor

cockpit - Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

yellowbrick - Visual analysis and diagnostic tools to facilitate machine learning model selection.