Bayesian Learning and Neural Networks (jupyter book sources)
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Apr 18, 2023 - Jupyter Notebook
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bayesian-models
Here are 26 public repositories matching this topic...
A quick reference for how to run many models in R.
machine-learning r statistics time-series pca psych survival-analysis regularization spatial-analysis brms sem mixture-model cluster-analysis statistical-models mixed-models additive-models mgcv lme4 bayesian-models catwalk
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May 19, 2018 - R
This repository contains the collection of Cognitive Science computation modeling projects made for the DTU Human-Centered AI course 02458: Cognitive Modeling
python matlab jupyter-notebook pca cognitive-science psychophysics signal-detection-theory ica psychometrics cognitive-neuroscience dtu cognitive-models bayesian-models visual-perception cognitive-modeling human-centered-data-science face-perception
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Dec 30, 2019 - Jupyter Notebook
Crema: Credal Models Algorithms
probability inference bayesian probabilistic-graphical-models bayesian-models imprecise-probability credal crema credal-models
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Mar 6, 2024 - Java
Visual Search Model: A Bayesian model for visual search on natural scenes.
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Mar 30, 2023 - MATLAB
Electoral forecasting dashboards
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Jun 10, 2022 - Jupyter Notebook
Bayesian MLM approach to sentiment analysis of r/wallstreetbets and Robinhood usage
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Sep 27, 2020 - Python
This repository is a collection of publications related to probabilistic programming languages, probabilistic modelling, inference and criticism of probabilistic models.
model-criticism probabilistic-models bayesian-models inference-compilation probabilistic-programming-languages
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Jan 4, 2021
Tutorials for the synthetic control method for causal inference using PyMC
python pymc bayesian-inference causality causality-analysis causal-inference bayesian-statistics synthetic-control causal-models bayesian-models causality-algorithms causal-discovery causal-modelling causal-modeling synthetic-control-method
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Feb 3, 2024 - Jupyter Notebook
Does the mind have statistical models? Even if it does, are these models Bayesian? We explore these questions as a part of my Masters capstone project guided by Prof. Glenn Shafer
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Jan 27, 2019 - TeX
Learning hyperparameters in Bayesian models by matching moments of prior predictive distributions.
machine-learning hyperparameter-optimization tensorflow-experiments poisson-matrix-factorization bayesian-models
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Feb 23, 2020 - Jupyter Notebook
Using Bayesian Modelling to predict Premier League football match wins. See Medium blog post.
bayesian bayesian-inference sport sports-analytics bayesian-models football-analytics football-prediction
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Apr 2, 2024 - Jupyter Notebook
This repository contains the code for the paper "Improving the Performance of Robust Control through Event-Triggered Learning".
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Feb 28, 2023 - Python
RMarkdown source for the "Introduction to Statistics and Data Science Using R" textbook
data-science r statistics data-visualization bayesian-methods statistical-analysis data-analysis textbook bayesian-inference statistical-models bayesian-models
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Nov 9, 2021
bayesian | hierarchical-models
healthcare multilevel-models predictive-modeling hierarchical-models mortality-estimation bayesian-models
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Dec 19, 2019 - HTML
This repository contains the deception-game experiment. This game was created as a replication of the first experiment from the original study by Ransom et. al. 2019.
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Sep 1, 2021 - JavaScript
NeuroBio 316QC: Probabilistic models for neural data: from single neurons to population dynamics
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Mar 27, 2022 - Jupyter Notebook
This repository includes the code for the paper "Detection of Prostate Cancer with Multi-Parametric MRI Utilizing the Anatomic Structure of the Prostate".
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Mar 5, 2018 - R
Jupyter notebooks for probabilistic modelling of vibrational spectroscopic datasets
machine-learning probabilistic-programming bayesian-data-analysis probabilistic-models bayesian-models vibrational-spectroscopy
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Jun 19, 2020 - HTML
Phenocam forecasting challenge done as part of the NEFI short course in 2020 https://ecoforecast.org/nefi2022/
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Oct 5, 2022 - R
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