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)
hamiltonian-nn
Code for our paper "Hamiltonian Neural Networks" (by greydanus)
| higher | hamiltonian-nn | |
|---|---|---|
| 2 | 1 | |
| 1,561 | 374 | |
| - | - | |
| 0.0 | 10.0 | |
| about 2 years ago | about 3 years ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
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.
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.
hamiltonian-nn
Posts with mentions or reviews of hamiltonian-nn.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-04.
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[Discussion] Twice Differentiable Neural Networks
Code for https://arxiv.org/abs/1906.01563 found: https://github.com/greydanus/hamiltonian-nn
What are some alternatives?
When comparing higher and hamiltonian-nn you can also consider the following projects:
SGD-OGR-Hessian-estimator - SGD (stochastic gradient descent) with OGR - online gradient regression Hessian estimator
backpack - BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.