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Projects in Awesome Lists tagged with rbm

A curated list of projects in awesome lists tagged with rbm .

https://github.com/wiseodd/generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gan generative-model machine-learning pytorch rbm restricted-boltzmann-machine tensorflow vae

Last synced: 18 Dec 2024

https://github.com/xiaohu2015/deeplearning_tutorials

The deeplearning algorithms implemented by tensorflow

cnn dbn deep-learning-algorithms deep-learning-tutorial lstm mlp rbm sda tensorflow

Last synced: 21 Dec 2024

https://github.com/itdxer/neupy

NeuPy is a Tensorflow based python library for prototyping and building neural networks

artificial-neural-networks boltzmann-machine deep-learning deep-neural-networks deeplearning hopfield lvq neupy neural-network pnn rbm sofm som tensorflow

Last synced: 18 Dec 2024

https://github.com/drckf/paysage

Unsupervised learning and generative models in python/pytorch.

boltzmann-machines generative-model machine-learning rbm unsupervised-learning

Last synced: 30 Nov 2024

https://github.com/gugarosa/learnergy

💡 Learnergy is a Python library for energy-based machine learning models.

dbn energy machine-learning python pytorch rbm

Last synced: 14 Dec 2024

https://github.com/amanpriyanshu/deep-belief-networks-in-pytorch

The aim of this repository is to create RBMs, EBMs and DBNs in generalized manner, so as to allow modification and variation in model types.

dbn dbnet deep-belief-network deep-learning ebm energy-model machine-learning pytorch rbm rbm-dbn

Last synced: 18 Nov 2024

https://github.com/omimo/xrbm

Implementation of Restricted Boltzmann Machine (RBM) and its variants in Tensorflow

crbm library machine-learning mnist-dataset python rbm restricted-boltzmann-machine tensorflow

Last synced: 13 Oct 2024

https://github.com/cossio/restrictedboltzmannmachines.jl

Train and sample Restricted Boltzmann machines in Julia

julia machine-learning rbm

Last synced: 27 Oct 2024

https://github.com/lzhbrian/rbm-dbn-theano-dl4j

Train a DBN to classify a set of test data similar to MNIST, Using DL4J & theano (Project of Pattern Recognition course)

dbn dl4j mnist rbm theano

Last synced: 07 Nov 2024

https://github.com/lzhbrian/mcmc

An introduction of MCMC, implementation of TAP, AIS, RTS algorithm to estimate the partition function of an RBM (Project of Stochastic Process course)

ais matlab mcmc rbm rts tap

Last synced: 07 Nov 2024

https://github.com/bulkgate/woosms

👻 Extend your WooCommerce store capabilities. Send personalized bulk SMS messages. Notify your customers about order status via customer SMS notifications. Receive order updates via Admin SMS notifications.

bulkgate marketing-tools rbm rcs sms viber whatsapp woocommerce woocommerce-plugin wordpress wordpress-plugin

Last synced: 09 Nov 2024

https://github.com/gugarosa/synthetic_rbms

📄 Official implementation regarding the paper "Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines".

artificial gan implementation paper rbm

Last synced: 24 Nov 2024

https://github.com/guillaume-chevalier/scikit-learn-digit-recognition

Digit Recognition with scikit-learn's Bernoulli RBM and Logistic Classifier

bernoulli-rbm computer-webcam digit-recognition neural-network rbm

Last synced: 15 Dec 2024

https://github.com/summitkwan/dynamicnn

neural network with dynamics

dbm hopfield-network numpy rbm tensorflow

Last synced: 16 Dec 2024

https://github.com/mateusroder/e_dropout_rbm

📄 Official implementation regarding the paper "Energy-based Dropout in Restricted Boltzmann Machines: Why not go random".

dropout-rbm energy-dropout implementation paper rbm

Last synced: 07 Dec 2024

https://github.com/mateusroder/fourier-rbm_avc

📄 Official PyTorch implementation regarding the Fourier-based Multimodal RBMs

fourier-transform rbm stroke

Last synced: 07 Dec 2024

https://github.com/mateusroder/learnergy4video

A version of the learnergy package to deal with video datasets

dbm dbn rbm unsupervised-learning video

Last synced: 07 Dec 2024

https://github.com/poodarchu/ml-lab

My practice and experiments codes in learning of machine learning.

bayes lda machine-learning pmf rbm

Last synced: 30 Nov 2024

https://github.com/souvic/startpadml

All ML Algorithms in one place coded in python using basic numpy for easier practical understanding

convolutional-neural-networks decision-trees linear-regression logistic-regression neural-network nlp python-3 rbm recurrent-neural-networks svm word2vec

Last synced: 18 Nov 2024

https://github.com/refraction-ray/rbm-mcmc

The project explores restricted Boltzmann machine and its potential role in statistical mechanics

machine-learning monte-carlo physics rbm

Last synced: 03 Dec 2024

https://github.com/gugarosa/rbm_tuning

📄 Official implementation regarding the paper "Enhancing Restricted Boltzmann Machines Reconstructability Through Meta-Heuristic Optimization".

fine-tuning implementation machine-learning meta-heuristic optimization paper rbm

Last synced: 24 Nov 2024

https://github.com/gugarosa/crbm_tuning

📄 Official implementation regarding the paper "Adapting Convolutional Restricted Boltzmann Machines Through Evolutionary Optimization".

crbm implementation meta-heuristic optimization paper rbm

Last synced: 24 Nov 2024

https://github.com/gugarosa/dropout_rbm

📄 Official implementation regarding the paper "Fine-Tuning Dropout Regularization in Energy-Based Deep Learning".

dropout fine-tuning implementation paper rbm

Last synced: 24 Nov 2024

https://github.com/gugarosa/rbm_feature_selection

📄 Official implementation regarding the paper "Binary Masking Feature Selection with Restricted Boltzmann Machines".

feature-selection implementation paper rbm

Last synced: 24 Nov 2024

https://github.com/dor-sketch/irisnetrbm

A Python-implemented RBM project exploring generative learning through the classification of the Iris dataset, featuring a user-friendly GUI and advanced data handling capabilities.

iris-dataset machine-learning neural-network rbm restricted-boltzmann-machine

Last synced: 21 Nov 2024

https://github.com/anujdutt9/unsupervised-deep-learning

Unsupervised Deep Learning Models Implementation.

autoencoder latent-semantic-analysis pca-analysis rbm tsne

Last synced: 13 Nov 2024