vbmc
MATLAB-Guide
| vbmc | MATLAB-Guide | |
|---|---|---|
| 2 | 3 | |
| 211 | 14 | |
| 1.9% | - | |
| 2.8 | 3.2 | |
| about 1 year ago | about 2 years ago | |
| MATLAB | MATLAB | |
| BSD 3-clause "New" or "Revised" License | - |
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vbmc
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[R] New open-source Python software for sample-efficient Bayesian inference
Relevant papers about the underlying algorithm were published at NeurIPS in 2018 and 2020, but this is the first Python implementation (there was a MATLAB implementation); the port took us a while but it can finally be used for machine learning purposes
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New Python open-source software for sample-efficient Bayesian inference
The MATLAB implementation has been around for a while, and other research groups have applied it among other things for Bayesian parameter inference in:
MATLAB-Guide
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Useful Tools and Resources for MATLAB
A useful list of Tools, Programs, and Resources for MATLAB.
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Learning Resources for Heat Transfer
MATLAB Guide
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Useful Tools and Programs for MATLAB
Found a useful list of Tools, Programs, and Resources for MATLAB. Looks like it covers MATLAB Tools, Machine Learning, Deep Learning, Computer Vision(CV), and Natural Language Processing (NLP), Robotics, LiDAR, Photogrammetry, and Linear Algebra. I thought I'd share it for anyone that's interested. https://github.com/mikeroyal/MATLAB-Guide
What are some alternatives?
awesome-normalizing-flows - Awesome resources on normalizing flows.
cfdtool - CFDTool - An easy to use OpenFOAM / SU2 / CFD simulation toolbox
pyro - Deep universal probabilistic programming with Python and PyTorch
MatGPT - MATLAB app to access ChatGPT API from OpenAI
GPflow - Gaussian processes in TensorFlow
PRMLT - Matlab code of machine learning algorithms in book PRML
ELABorate - A pure symbolic circuit analyzer.
FraudDetection - Accounting Fraud Detection Using Machine Learning
DeepSqueak - DeepSqueak v3: Using Machine Vision to Accelerate Bioacoustics Research
vbmc - Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB (old location)
matlab-grader-utils - Set of code utilities for Matlab Grader