acerbilab

All

18 repositories

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 Jul 21, 2025Jul 21, 2025
amortized-conditioning-engine
Public
Amortized Probabilistic Conditioning for Optimization, Simulation and Inference (Chang et al., AISTATS 2025)
bayesian-optimization meta-learning neural-processes simulation-based-inference probabilistic-machine-learning
Jupyter Notebook
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Apache License 2.0
•1•19•1•0•Updated Jun 26, 2025Jun 26, 2025
handbook
Public
Lab handbook.
TeX
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Apache License 2.0
•1•0•0•0•Updated Jun 18, 2025Jun 18, 2025
mhi-resources
Public
Useful information for members of the lab.
HTML
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MIT License
•0•0•0•0•Updated May 11, 2025May 11, 2025
helsinki-probml-pubs
Public
Helsinki ProbML Lab Publications Page Automation
HTML
•2•0•0•0•Updated May 2, 2025May 2, 2025
normalizing-flow-regression
Public
Normalizing Flow Regression for Bayesian Inference with Offline Likelihood Evaluations
bayesian-inference normalizing-flows approximate-inference surrogate-models
Jupyter Notebook
•0•2•0•0•Updated Apr 22, 2025Apr 22, 2025
pubs-llms
Public
Our publications in an LLM-friendly text-only Markdown format
Python
•0•1•0•0•Updated Apr 17, 2025Apr 17, 2025
old-datasets
Public
Datasets of old published papers.
MIT License
•0•0•0•0•Updated Mar 18, 2025Mar 18, 2025
.github
Public
0•0•0•0•Updated Mar 16, 2025Mar 16, 2025
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
•8•120•1•1•Updated Feb 1, 2025Feb 1, 2025
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
•3•75•1•0•Updated Jan 17, 2025Jan 17, 2025
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
vsbq
Public
Python
•0•0•0•0•Updated Jun 18, 2024Jun 18, 2024
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
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•4•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
•43•226•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
•5.4k•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
•39•255•4•0•Updated Nov 14, 2022Nov 14, 2022