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Oct 4, 2018 - Jupyter Notebook
variational-inference
Here are 413 public repositories matching this topic...
Bayesian Analysis in Python (2nd ed.) with Numpyro
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Nov 3, 2021 - Jupyter Notebook
Population Structured Bayesian Epistasis Association Mapping
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Sep 7, 2021 - Python
Coordinate Ascent Variational Inference Python Code
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Apr 26, 2023 - Python
Batch integration for morphological profiling using variational inference
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Jul 17, 2023 - Jupyter Notebook
Implementing Bayesian neural networks to minimize the amortization gap in VAEs, investigating their potential to approximate the optimal solution to the amortization interpolation problem in PyTorch.
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Jun 10, 2024 - Jupyter Notebook
Variational inference for covariate latent variable models
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Jun 6, 2017 - C++
Varational Wishart Approximation for Monoscale Graphical Model Selection
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Dec 14, 2020 - MATLAB
Missing data imputation using the exact conditional likelihood of Deep Latent Variable Models
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Jan 17, 2024 - Python
c++ library for parallel and distributed estimation of mixture model components using variational inference.
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May 29, 2024 - C++
System identification on electro-mechanical positioning system via free energy minimization
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Dec 15, 2020 - Jupyter Notebook
We explore and implement LDA in order to estimate topics on various datasets (text documents).
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Jan 8, 2021 - Python
Tutorial on the construction of explainable parameter encoder neural networks using tensorflow in python.
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Jun 1, 2022 - Python
Attempted to replicate the research paper on the subject of topic modeling within embedded spaces.
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Jun 9, 2023 - Jupyter Notebook
AI masterthesis. Iterative learning. Meta learning. Stochastic approach to adaptive computation
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Nov 10, 2017 - Jupyter Notebook
A python package made to streamline the usage of Variational Autoencoders, understand the algorithm first before using this package
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Mar 31, 2023 - Python
Numpy code for Coordinate Ascent Variational Inference for the Bayesian mixture of Gaussians model (Sec 10.2 of Bishop's PRML).
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Dec 30, 2022 - Jupyter Notebook
Knowles Lab Research: determine which genetic variants cause a phenotype with non-binary functional annotations
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Mar 9, 2023 - Python
Variational Gradient Matching for Dynamical Systems
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Oct 26, 2019 - Python
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