bayes

There are 9 repositories under bayes topic.

r0f1 / datascience
Curated list of Python resources for data science.
artificial-intelligence awesome awesome-list bayes data-analysis data-mining data-science data-visualization datascience deep-learning deeplearning machine-learning python statistics
4529
avehtari / BDA_course_Aalto
Bayesian Data Analysis course at Aalto
bayes bayesian bayesian-data-analysis bayesian-inference bayesian-methods bayesian-workflow
Language:TeX 2238
AllenDowney / ThinkBayes2
Text and code for the second edition of Think Bayes, by Allen Downey.
jupyter python bayes bayesian-statistics
Language:Jupyter Notebook 1973
kumar-shridhar / PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
convolutional-neural-networks bayesian-network bayesian-convnets bayes-by-backprop pytorch python pytorch-cnn bayesian-neural-networks bayesian-deep-learning bayesian-inference bayesian-statistics image-recognition aleatoric-uncertainties bayes bayesian-networks variational-inference variational-bayes
Language:Python 1537
Zephery / weiboanalysis
微博情感分析，文本分类，毕业设计项目
adaboost svm bayes machine-learning
Language:Python 1045
hellonlp / sentiment-analysis
情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification
text-classification tensorflow text-cnn sentiment-analysis bert cnn textcnn bayes dict
Language:Python 506
alexanderskulikov / discrete-math-python-scripts
Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera
python mathematics discrete-mathematics combinatorics recursion induction algorithms bayes logic probability python3 dynamic-programming combinatorics-and-probability cryptography number-theory enumeration graph-algorithms graphs
Language:Jupyter Notebook 414
fredwu / simple_bayes
A Naive Bayes machine learning implementation in Elixir.
naive-bayes-classifier bayes machine-learning classifier
Language:Elixir 394
stan-dev / posteriordb
Database with posteriors of interest for Bayesian inference
bayes bayesian posterior
Language:Stan 210
stan-dev / posterior
The posterior R package
r-package bayesian mcmc bayes
Language:R 168
myazi / myLearn
machine learning algorithm
adaboost bayes cart crf dnn id3 gmm hmm knn linear-regression log logistic-regression memm rf svm softmax-regression kmeans-clustering
Language:C++ 162
fredwu / stemmer
An English (Porter2) stemming implementation in Elixir.
stemmer porter bayes
Language:Elixir 154
stan-dev / cmdstanr
CmdStanR: the R interface to CmdStan
r-package stan bayesian mcmc variational-inference maximum-likelihood markov-chain-monte-carlo bayes
Language:R 154
stan-dev / loo
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
cross-validation stan r-package bayesian-data-analysis information-criterion bayesian-methods model-comparison bayesian bayesian-inference bayesian-statistics bayes
Language:R 154
jingpeicomp / product-category-predict
商品类目预测，使用 Spring Boot 开发框架和 Spark MLlib 机器学习框架，通过 TF-IDF 和 Bayes 算法，训练出一个商品类目预测模型。该模型可以根据商品名称自动预测出商品类目。项目对外提供 RESTFul 接口。
spark bayes machine-learning machine-learning-algorithms tf-idf springboot category-classification spark-mllib
Language:Java 153
surmon-china / naivebayes
NaiveBayes classifier for JavaScript
bayes naive-bayes-classifier naive-bayes naive-bayes-algorithm naivebayes naive machine-learning machine-learning-algorithms classifier node-ml nodejs javascript-library naive-bayes-classification
Language:JavaScript 143
florianhartig / BayesianTools
General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
bayes cran ecological-models mcmc optimization smc systems-biology
Language:R 125
stan-dev / projpred
Projection predictive variable selection
rstanarm statistics bayesian variable-selection stan bayesian-inference r-package bayes
Language:R 111
mm909 / Kaggle-Autism
Detecting Autism Spectrum Disorder in Children With Computer Vision - Adapting facial recognition models to detect Autism Spectrum Disorder
transfer-learning autism autism-spectrum-disorder cnn binary-classification bayesian-statistics bayes children face-recognition keras tensorflow image-processing vggface2 vgg-face tensorflow-gpu neural-networks facial-recognition mtcnn kaggle kaggle-dataset
Language:Python 108
Matt52 / bayesian-testing
Bayesian A/B testing
python bayesian-statistics bayes probability ab-testing
Language:Python 79
JuliaRobotics / IncrementalInference.jl
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
factor-graphs bayes bayes-tree inference slam robotics optimization sum-product belief-propagation isam nonparametric parametric multi-modal julia-language state-estimation multi-hypothesis caesar bayes-network filtering-algorithm chapman-kolmogorov
Language:Julia 75
fieg / bayes
Implementation of Naive Bayes Classifier algorithm in PHP.
php bayes naive-bayes-classifier machine-learning
Language:PHP 71
jgoerner / distribution-cheatsheet
📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)
python random-variables distribution-cheatsheet distribution lookup characteristics bayes normal poisson statistics chi-square cauchy geometric pymc3
Language:Jupyter Notebook 69
niiknow / bayes
naive bayes in php
bayes naive-bayes-classifier naive-bayes naive-bayes-algorithm naivebayes naive machine-learning machine-learning-algorithms classifier php-ml php php-library naive-bayes-classification
Language:PHP 69
n-kall / priorsense
priorsense: an R package for prior diagnostics and sensitivity
bayesian-data-analysis bayesian-methods prior-distribution r-package sensitivity-analysis stan bayesian r bayes
Language:R 67
TerenceLiu98 / Undergraduate-in-Statistics
Using Computer with your Statistics Major Course
jupyter-notebook python3 mathematics probability statistics linear-algebra optimization calculus linear-regression bayes
Language:Jupyter Notebook 64
simomarsili / ndd
Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm
entropy python bayes categorical-data jensen-shannon-divergence
Language:Python 52
jpneto / r
RStudio Markdowns about R, Math, Stats, and ML
r statistics machine-learning bayes math
Language:HTML 45
odubno / gauss-naive-bayes
Gauss Naive Bayes in Python From Scratch.
bayes naive-bayes-classifier normal-naive-bayes naive-bayes naive-bayes-tutorial naive-bayes-algorithm naive-bayes-implementation naive-bayes-python from-scratch iris-dataset gaussian-distribution normal-distribution classification-model bayes-classifier bayes-classification python maximum-likelihood maximum-likelihood-estimation bayesian posterior-probability
Language:Python 45
rudikershaw / whichx
A small, no dependencies, Naive Bayes Text Classifier for JavaScript
bayes bayes-classifier bayesian classifier javascript library machine-learning naive-bayes naive-bayes-classification naive-bayes-classifier naive-bayes-text-classification naive-bayes-text-classifier natural-language-processing natural-language-understanding node-ml nodejs text-classification text-classifier
Language:JavaScript 38
myazi / NLP
natural language processing
bayes ngram mm memm crf
Language:C++ 37
unbalancedparentheses / the_bayes_way
📚 The Bayes Way 🎓
probability probabilistic-programming statistics bayes bayesian-statistics
Language:CSS 33
fcanas / Bayes
Naive Bayes Classifier in Swift for Mac and iOS
bayes naive-bayes-classifier swift
Language:Swift 31
proin / nodeml
machine learning framework for node.js
machine-learning bayes cnn knn collaborative-filtering recommendation-engine precision recall ndcg kmeans
Language:JavaScript 31
danheck / metaBMA
Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis
meta-analysis r bayesian-inference bayes stan model-averaging bayes-factor evidence-synthesis
Language:R 30
integrated-inferences / CausalQueries
Bayesian inference from binary causal models
bayes stan dags causal mixedmethods
Language:R 30