tensor-sensor VS dynamax

Compare tensor-sensor vs dynamax and see what are their differences.

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. (by parrt)
Numpy Pytorch Matrix Vector Debugging Tracing Deep Learning Python Tensorflow Jax
Source Code
github.com
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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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tensor-sensor dynamax
1 1
745 617
- 1.3%
1.8 7.1
about 2 years ago 2 months ago
Jupyter Notebook Jupyter Notebook
MIT License MIT License
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tensor-sensor

Posts with mentions or reviews of tensor-sensor. 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 tensor-sensor and dynamax you can also consider the following projects:

get-started-with-JAX - The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

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..

uvadlc_notebooks - Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

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

ivy - The Unified Machine Learning Framework [Moved to: https://github.com/unifyai/ivy]

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

graphsignal-python - Graphsignal Tracer for Python

etils - Collection of eclectic utils for python.

machine_learning_complete - A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

ivy - The Unified AI Framework

tensor-sensor vs get-started-with-JAX dynamax vs OpenKF tensor-sensor vs uvadlc_notebooks dynamax vs Financial-Models-Numerical-Methods tensor-sensor vs ivy dynamax vs TF_JAX_tutorials tensor-sensor vs graphsignal-python tensor-sensor vs etils tensor-sensor vs TF_JAX_tutorials tensor-sensor vs machine_learning_complete tensor-sensor vs ivy