s4 VS dynamax

Compare s4 vs dynamax and see what are their differences.

s4

Structured state space sequence models (by state-spaces)
state-space-models sequence-models Pytorch
Source Code
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dynamax

State Space Models library in JAX (by probml)
state-space-models hidden-markov-models Jax Python kalman-filter
Source Code
probml.github.io
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s4 dynamax
1 1
2,151 619
6.7% 1.5%
6.0 6.5
about 2 months ago 12 days ago
Jupyter Notebook Jupyter Notebook
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.
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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.

s4

Posts with mentions or reviews of s4. We have used some of these posts to build our list of alternatives and similar projects.

dynamax

Posts with mentions or reviews of dynamax. We have used some of these posts to build our list of alternatives and similar projects.
  • Parameter estimation of a linear system
    1 project | /r/ControlTheory | 8 Jan 2023
    If you can write your system in discrete time (e.g. by using forward Euler) you could use pretty straightforwardly a library like https://github.com/probml/dynamax to estimate your unknown parameters given some measured data.

What are some alternatives?

When comparing s4 and dynamax you can also consider the following projects:

stable-diffusion-webui-colab - stable diffusion webui colab

OpenKF - This is an open source Kalman filter C++ library based on Eigen3 library for matrix operations. The library has generic template based classes for most of Kalman filter variants including: (1) Kalman Filter, (2) Extended Kalman Filter, (3) Unscented Kalman Filter, and (4) Square-root UKF..

LLMs-from-scratch - Implementing a ChatGPT-like LLM from scratch, step by step

Financial-Models-Numerical-Methods - Collection of notebooks about quantitative finance, with interactive python code.

TF_JAX_tutorials - All about the fundamental blocks of TF and JAX!

tensor-sensor - The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

s4 vs stable-diffusion-webui-colab dynamax vs OpenKF s4 vs LLMs-from-scratch dynamax vs Financial-Models-Numerical-Methods dynamax vs TF_JAX_tutorials dynamax vs tensor-sensor