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The Top 23 Learning Bayesian Open Source Projects

Open source projects categorized as Learning Bayesian
Categories > Machine Learning > Bayesian
Deeplearning ⭐ 2,347
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
most recent commit 4 years ago
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 2 years ago
Nips2017 ⭐ 913
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
most recent commit 6 years ago
Deep Active Learning ⭐ 553
Deep Active Learning
most recent commit 2 years ago
Bayesiandeeplearning Survey ⭐ 475
Bayesian Deep Learning: A Survey
most recent commit 4 months ago
Bayes Nn ⭐ 423
Lecture notes on Bayesian deep learning
most recent commit 6 years ago
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73most recent commit 5 months agopypi bnlearn} Downloads
Awesome Bayesian Deep Learning ⭐ 375
A curated list of resources dedicated to bayesian deep learning
most recent commit 7 years ago
Multitask Learning ⭐ 374
Awesome Multitask Learning Resources
most recent commit 3 years ago
Bayesian Neural Network Blogpost ⭐ 317
Building a Bayesian deep learning classifier
most recent commit 6 years ago
Advancedml ⭐ 293
Reading list for the Advanced Machine Learning Course
most recent commit a year ago
Awesome Spn ⭐ 221
A structured list of resources about Sum-Product Networks (SPNs)
most recent commit 3 years ago
Bayesian_neural_network_papers ⭐ 218
Papers for Bayesian-NN
most recent commit 5 years ago
Pilco ⭐ 213
Bayesian Reinforcement Learning in Tensorflow
most recent commit 3 years ago
Bayesianlearning ⭐ 198
Bayesian Machine Learning
most recent commit 2 years ago
Tutorial_bayesiancompressionfordl ⭐ 174
A tutorial on "Bayesian Compression for Deep Learning" published at NIPS (2017).
most recent commit 5 years ago
Batchbald ⭐ 174
Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
most recent commit 3 years ago
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.
most recent commit 4 months ago
Icml2015_papers ⭐ 143
Links to ICML 2015 papers available on arxiv
most recent commit 9 years ago
Pybn ⭐ 135
Bayesian Networks in Python
most recent commit 8 months ago
Awesome Active Learning ⭐ 120
Awesome Active Learning Paper List
most recent commit a year ago
La3dm ⭐ 118
Learning-aided 3D mapping
most recent commit 5 months ago
Lectures ⭐ 105
repository with the lectures for MLSS Skoltech
most recent commit 5 years ago
The 3 Most Depended On Learning Bayesian Open Source Projects
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73latest release November 15, 2023most recent commit 5 months agopypi bnlearn} Downloads
Nlp Lda ⭐ 8
Latent Dirichlet Allocation via collapsed Gibbs sampling.
dependent packages 2total releases 8latest release September 24, 2023most recent commit 4 months agonpm @stdlib/nlp-lda} Downloads
Bnclassify ⭐ 17
Learning Discrete Bayesian Network Classifiers from Data
dependent packages 2total releases 13latest release November 16, 2022most recent commit a year ago
The 8 Latest Releases In Learning Bayesian Open Source Projects
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73latest release November 15, 2023most recent commit 5 months agopypi bnlearn} Downloads
Nlp Lda ⭐ 8
Latent Dirichlet Allocation via collapsed Gibbs sampling.
dependent packages 2total releases 8latest release September 24, 2023most recent commit 4 months agonpm @stdlib/nlp-lda} Downloads
Bnclassify ⭐ 17
Learning Discrete Bayesian Network Classifiers from Data
dependent packages 2total releases 13latest release November 16, 2022most recent commit a year ago
Neonrvm ⭐ 25
An open source machine learning library for performing regression tasks using RVM technique.
total releases 3latest release June 09, 2018most recent commit 4 years ago
Hyper Engine ⭐ 69
Python library for Bayesian hyper-parameters optimization
total releases 2latest release February 10, 2018most recent commit 6 years ago
Sparsebn ⭐ 37
Software for learning sparse Bayesian networks
total releases 5latest release September 12, 2017most recent commit 4 years ago
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