acerbilab

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14 repositories

pyvbmc
Public
PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python
python machine-learning data-analysis bayesian-inference gaussian-processes variational-inference
Python
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BSD 3-Clause "New" or "Revised" License
•7•116•1•2•Updated Dec 1, 2024Dec 1, 2024
handbook
Public
Lab handbook.
TeX
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Apache License 2.0
•1•0•0•0•Updated Nov 13, 2024Nov 13, 2024
amortized-conditioning-engine
Public
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., 2024)
bayesian-optimization meta-learning neural-processes simulation-based-inference probabilistic-machine-learning
Jupyter Notebook
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Apache License 2.0
•0•6•0•0•Updated Oct 22, 2024Oct 22, 2024
gpyreg
Public
Lightweight Gaussian process regression package in Python.
Python
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BSD 3-Clause "New" or "Revised" License
•0•2•1•0•Updated Sep 5, 2024Sep 5, 2024
pybads
Public
PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python
python bayesian-optimization optimization-algorithms log-likelihood noiseless-functions noisy-functions
Python
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BSD 3-Clause "New" or "Revised" License
•2•70•1•0•Updated Jun 29, 2024Jun 29, 2024
vsbq
Public
Python
•0•0•0•0•Updated Jun 18, 2024Jun 18, 2024
relational-neural-processes
Public
Practical Equivariances via Relational Conditional Neural Processes (Huang et al., NeurIPS 2023)
machine-learning meta-learning neural-processes equivariance
Python
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MIT License
•0•2•0•0•Updated Nov 13, 2023Nov 13, 2023
ibs
Public
Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB
matlab sampling likelihood-free simulation-model log-likelihood
MATLAB
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MIT License
•3•32•0•0•Updated Jun 25, 2023Jun 25, 2023
info
Public
Useful information for members of the lab.
MIT License
•0•0•0•0•Updated Jun 11, 2023Jun 11, 2023
pyibs
Public
Inverse binomial sampling for efficient log-likelihood estimation of simulator models in Python
python sampling likelihood-free simulation-model log-likelihood
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•0•3•0•0•Updated Jun 5, 2023Jun 5, 2023
vbmc
Public
Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB
machine-learning matlab data-analysis bayesian-inference gaussian-processes variational-inference
MATLAB
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BSD 3-Clause "New" or "Revised" License
•41•221•0•0•Updated May 3, 2023May 3, 2023
conda-forge-staged-recipes
Public
Fork for contributing conda-forge recipes (see https://conda-forge.org/docs/maintainer/adding_pkgs.html).
Python
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BSD 3-Clause "New" or "Revised" License
•5k•0•0•0•Updated Dec 7, 2022Dec 7, 2022
bads
Public
Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
matlab bayesian-optimization optimization-algorithms log-likelihood noiseless-functions noisy-functions
MATLAB
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GNU General Public License v3.0
•38•246•3•0•Updated Nov 14, 2022Nov 14, 2022
.github
Public
0•0•0•0•Updated Nov 8, 2022Nov 8, 2022