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Oct 4, 2018 - Jupyter Notebook
variational-inference
Here are 416 public repositories matching this topic...
Bayesian Analysis in Python (2nd ed.) with Numpyro
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Nov 3, 2021 - Jupyter Notebook
Early Classification in Split Computing with Regularized Bottlenecks
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Oct 23, 2023 - Jupyter Notebook
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Mar 27, 2023 - Python
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
AutoDiff-Inference: Automatic Differentiation Inference. This Repository combines ADVI's change of variable power with Laplace Approximation to provide better inference for constrained parameters. Work done as a part of development of Bijax
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Dec 11, 2023 - Jupyter Notebook
Implementing Bayesian neural networks to close the amortization gap in VAEs in pytorch.
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Jun 25, 2024 - Python
VAE-variant generative models, powered by PyTorch
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Sep 11, 2018 - Python
Materials for a 2022/23 CS graduate lab on variational inference and probabilistic programming with Pyro-PPL.
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Jul 19, 2024 - Jupyter Notebook
Code and Analyses using the Hierarchical Empirical Bayes Autoencoder (HEBAE)
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Jul 29, 2020 - Python
Meet nestor, an R package for the variational inference of species interaction networks from abundance data, while accounting for missing actors.
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Dec 14, 2020 - R
Anomaly Detections and Network Intrusion Detection, and Complexity Scoring.
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Oct 28, 2022 - Jupyter Notebook
rewriting ELBO: variational inference using symbolic rewriting techniques
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Jun 16, 2022 - Julia
Official code for [Fast Compartment Model Calibration using Annealed and Transformed Variational Inference]
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Aug 1, 2023 - Python
Implementation of AAAI' 18 paper: A Deep Generative Framework for Paraphrase Generation
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Nov 22, 2019 - Python
Diffusion models for probabilistic programming
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Nov 24, 2023 - Jupyter Notebook
Nonnegative matrix factorization with DAG constraints. A probabilistic formulation, variational learning.
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Oct 8, 2017 - MATLAB
Automatic Differentiation Variational Inference (ADVI) [A. Kucukelbir & al.]
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Jan 9, 2021 - Python
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