signatory
Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021) (by patrick-kidger)
NeuralCDE
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight) (by patrick-kidger)
signatory | NeuralCDE | |
---|---|---|
1 | 1 | |
250 | 581 | |
- | - | |
0.0 | 0.0 | |
4 months ago | over 1 year ago | |
C++ | Python | |
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.
signatory
Posts with mentions or reviews of signatory.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-19.
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[R] Authors Claim to Have "Solved" MNIST and CIFAR
As it happens, I know quite a lot about signatures. I spent half my PhD working on them. For example I am the author of the most popular library for computing signatures, which involved coming up with some new asymptotically optimal algorithms for computing them. So that's my credentials out the way.
NeuralCDE
Posts with mentions or reviews of NeuralCDE.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing signatory and NeuralCDE you can also consider the following projects:
oneflow - OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
torchdyn - A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods