Evaluation Framework for Probabilistic Programming Languages
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Jan 18, 2024 - Python
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bayesian-logistic-regression
Here are 12 public repositories matching this topic...
Source code for Large-Scale Wasserstein Gradient Flows (NeurIPS 2021)
deep-learning pytorch optimal-transport nonlinear-filtering fokker-planck-equation bayesian-logistic-regression wasserstein-gradient-flows
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May 8, 2022 - Jupyter Notebook
Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB
machine-learning machine-learning-algorithms naive-bayes-classifier softmax-regression from-scratch multiclass-classification multinomial-regression gaussian-classifier bayesian-logistic-regression weighted-logistic-regression
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Apr 8, 2020 - MATLAB
Notebooks for Advanced Statistical Inference(ASI) course at EURECOM
bayesian kmeans bayesian-inference mcmc asi bayesian-statistics metropolis-hastings probabilistic-pca eurecom laplace-approximation bayesian-logistic-regression bayesian-linea
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Jun 4, 2022 - Jupyter Notebook
machine-learning inference classification logistic-regression bayesian-inference approximate-inference laplace-approximation bayesian-logistic-regression probabilistic-machine-learning 3f8
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Nov 4, 2023 - Jupyter Notebook
Base R Implementation of Logistic Regression from Scratch with Regularization, Laplace Approximation and more
s3 logistic-regression regularization gradient-ascent logistic-regression-algorithm newton-method logistic-regression-models base-r regularized-logistic-regression laplace-approximation logistic-regression-scratch logistic-regression-classifier bayesian-logistic-regression
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Jan 13, 2020 - R
Accuracy comparison between a Bayesian and a classic logistic regression model in Python to predict ICU admission in pediatric candidemia patients. Identified key clinical risk factors through odds ratio, posterior inference, model diagnostics, and predictive performance evaluation.
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Jul 12, 2026 - Jupyter Notebook
Analysis on Breast Cancer data set using Support Vector Machines, Bayesian Logistic Regression and Naive Bayes coded from scratch.
data-science machine-learning naive-bayes-classifier logistic-regression support-vector-machines bayesian-logistic-regression
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May 13, 2020 - HTML
Seminararbeit zur Untersuchung logistischer Regression bei exakt trennbaren Daten. Das Repository enthält Datensätze, Visualisierungen und Jupyter-Notebooks zum Vergleich unregularisierter, Ridge-, Lasso- sowie bayes'scher/Firth-korrigierter Modelle.
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Feb 5, 2026 - Jupyter Notebook
University of Toronto, STA304(2020 Fall), group5, problem set 3 repository
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Jan 16, 2021 - R
MCMC Bayesian logistic regression with prior sensitivity analysis for thyroid cancer recurrence prediction
pymc mcmc bayesian-statistics thyroid-cancer oncology arviz hierarchical-modeling bayesian-logistic-regression risk-prediction medical-data-analysis decision-curve-analysis cancer-recurrence
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Aug 5, 2026 - Jupyter Notebook
Two-parameter Bayesian logistic dose-escalation model to find the maximum tolerated dose (MTD) of HTL0039732 agent alone and in combination with a backbone agent in patients with solid tumours.
clinical-trials cancer-research clinical-research adaptive-design dose-escalation bayesian-logistic-regression
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Mar 14, 2024 - R
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