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1,635 search results found

Btcpredictor ⭐ 269

Bitcoin price prediction algorithm using bayesian regression techniques

Stein Variational Gradient Descent ⭐ 261

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

ELFI - Engine for Likelihood-Free Inference

Python For Scientists ⭐ 255

A list of recommended Python libraries, and resources, intended for scientific Python users.

Trading Backtest ⭐ 253

A stock backtesting engine written in Java. And a pairs trading (cointegration) strategy implementation using a bayesian kalman filter model

Meduncertainty ⭐ 251

Uncertainty in Medical Image Analysis

HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).

Bayesian Neural Network Pytorch ⭐ 241

PyTorch implementation of bayesian neural network.

Goptuna ⭐ 240

A hyperparameter optimization framework, inspired by Optuna.

Bayesian optimization for Python

Dynamichmc.jl ⭐ 235

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

Mamba.jl ⭐ 228

Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia

Bayesian Evolutionary Analysis by Sampling Trees

Awesome Agi Cocosci ⭐ 225

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

Dclassify ⭐ 224

Optimized Naive Bayesian classifier for NodeJS

A lightweight framework for Gaussian processes and Bayesian optimization of black-box functions (C++11)

Bayesian_sentiment_analysis ⭐ 222

Pragmatic & Practical Bayesian Sentiment Classifier

Awesome Spn ⭐ 221

A structured list of resources about Sum-Product Networks (SPNs)

Bayesian_neural_network_papers ⭐ 218

Papers for Bayesian-NN

Gpflowopt ⭐ 218

Bayesian Optimization using GPflow

Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)

Bayesian Optimization ⭐ 218

Python code for bayesian optimization using Gaussian processes

Bitcoin Price Prediction ⭐ 214

Bayesian regression for latent source model and Bitcoin

Bayesian Reinforcement Learning in Tensorflow

Bayesian Neural Network Mnist ⭐ 212

Bayesian neural network using Pyro and PyTorch on MNIST dataset

Bayesian Crowd Counting ⭐ 210

Official Implement of ICCV 2019 oral paper Bayesian Loss for Crowd Count Estimation with Point Supervision

Bayes_computing_course ⭐ 208

Bayesboost ⭐ 206

Bayesian Optimization using xgboost and sklearn API

Bayesian Analysis With Python ⭐ 201

Bayesian Analysis with Python by Packt

Bayes Scala ⭐ 201

Bayesian Networks in Scala

Mrbayes ⭐ 201

MrBayes is a program for Bayesian inference and model choice across a wide range of phylogenetic and evolutionary models. For documentation and downloading the program, please see the home page:

Bayesianlearning ⭐ 198

Bayesian Machine Learning

Master Thesis Bayesiancnn ⭐ 197

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Probabilistic Models ⭐ 196

Collection of probabilistic models and inference algorithms

Bayesianrecurrentnn ⭐ 196

Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al

Trieste ⭐ 196

A Bayesian optimization toolbox built on TensorFlow

TAPAS - Translational Algorithms for Psychiatry-Advancing Science

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

Hbayesdm ⭐ 192

Hierarchical Bayesian modeling of RLDM tasks, using R & Python

Causalimpact ⭐ 189

Python port of CausalImpact R library

Grammarvae ⭐ 189

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

Bayes_motel ⭐ 188

Multi-variate Bayesian classification engine

Pymultinest ⭐ 185

Pythonic Bayesian inference and visualization for the MultiNest Nested Sampling Algorithm and PyCuba's cubature algorithms.

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

A Bayesian Analysis Toolkit in Julia

SIVO - Semantically Informed Visual Odometry and Mapping. Integrated Bayesian semantic segmentation with ORBSLAM_2 to select better features for Visual SLAM.

Shinystan ⭐ 181

shinystan R package and ShinyStan GUI

Toolbox for Bayesian Optimization and Model-Based Optimization in R

Understandingbdl ⭐ 174

Tutorial_bayesiancompressionfordl ⭐ 174

A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).

Batchbald ⭐ 174

Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.

Bayesian Personalized Ranking

Bayesianneuralnetwork ⭐ 172

a repo sharing Bayesian Neural Network recent papers

Python implementation of Bayesian Knowledge Tracing and extensions

Beast Mcmc ⭐ 166

Bayesian Evolutionary Analysis Sampling Trees

Cornell Moe ⭐ 165

A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.

PyRoss: inference, forecasts, and optimised control of epidemiological models in Python

Probabilistic Backpropagation ⭐ 159

Implementation in C and Theano of the method Probabilistic Backpropagation for scalable Bayesian inference in deep neural networks.

Dropoutuncertaintycaffemodels ⭐ 159

Dropout As A Bayesian Approximation: Code

Dl With Bayes ⭐ 158

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

Scikit Rvm ⭐ 158

Relevance Vector Machine implementation using the scikit-learn API.

Naive Bayes Classifier ⭐ 157

yet another general purpose naive bayesian classifier.

Posterior ⭐ 155

The posterior R package

Posteriordb ⭐ 154

Database with posteriors of interest for Bayesian inference

Doppelganger ⭐ 153

A Python package of tools to support population synthesizers

Deepaugment ⭐ 150

Discover augmentation strategies tailored for your dataset

Bayesian Change-Point Detection and Time Series Decomposition

Machinelearning ⭐ 146

Course on Machine Learning and Statistical data Analysis with book at https://compphysics.github.io/MachineLearning/doc/ Contains Linear and Logistic Regression, Neural Networks and Deep Learning methods, Decision Trees, Random forests, Boosting methods and other ensemble methods, support vector machines and central unsupervised learning algorithms.

Python Version of BRML toolbox for Bayesian Reasoning and Machine Learning

Cotengra ⭐ 145

Hyper optimized contraction trees for large tensor networks and einsums

Gpstuff ⭐ 144

GPstuff - Gaussian process models for Bayesian analysis

Icml2015_papers ⭐ 143

Links to ICML 2015 papers available on arxiv

Hypermapper ⭐ 142

Black-box Optimizer based on Bayesian Optimization

Causal_impact ⭐ 141

Python package for causal inference using Bayesian structural time-series models.

Bayesian estimation supersedes the t test

Miscellaneous R Code ⭐ 140

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

Elo Mmr ⭐ 139

Skill estimation systems for multiplayer competitions

Pyhawkes ⭐ 139

Python framework for inference in Hawkes processes.

Mixture_model_trading_public ⭐ 138

Bayesian Networks in Python

Forneylab.jl ⭐ 134

Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

Bayeslearncourse ⭐ 133

Bayesian Learning course at Stockholm University

Advance Bayesian Modelling With Pymc3 ⭐ 133

Bayesian Hierarchical Modeling for Clustering Single Cell Genomic Data

Bayesian text classifier with flexible tokenizers and storage backends for Go

Learn To Select Data ⭐ 131

Code for Learning to select data for transfer learning with Bayesian Optimization

Doing Bayesian Data Analysis In Brms And The Tidyverse ⭐ 128

The bookdown version lives here: https://bookdown.org/content/3686

Cmdstanr ⭐ 126

CmdStanR: the R interface to CmdStan

Aboleth ⭐ 125

A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation

Python package for modular Bayesian optimization

Bayesfactor ⭐ 124

BayesFactor R package for Bayesian data analysis with common statistical models.

Bayesian Earthquake Analysis Tool

Torchfilter ⭐ 121

Bayesian filters in PyTorch

Awesome Active Learning ⭐ 120

Awesome Active Learning Paper List

Pybasicbayes ⭐ 120

Sigminer ⭐ 119

🌲 An easy-to-use and scalable toolkit for genomic alteration signature (a.k.a. mutational signature) analysis and visualization in R https://shixiangwang.github.io/sigminer/reference/

Optimviz ⭐ 119

Visualize optimization algorithms in MATLAB.

Statrethink_course_in_pymc3 ⭐ 119

Statistical Rethinking course in pymc3

Pythonmcmc ⭐ 119

A list of Python-based MCMC & ABC packages

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