variational-inference · GitHub Topics

#计算机科学#SoftVC VITS Singing Voice Conversion

人工智能 audio-analysis Generative Adversarial Network singing-voice-conversion so-vits-svc sovits variational-inference vc vits voice voice-conversion voiceconversion voice-changer flow 深度学习 PyTorch speech

Python 26.69 k

1 年前

pymc-devs / pymc

Bayesian Modeling and Probabilistic Programming in Python

翻译 - Python中的概率编程：Theano的贝叶斯建模和概率机器学习

Python statistical-analysis bayesian-inference mcmc variational-inference probabilistic-programming pytensor

Python 8.91 k

2 天前

pyro-ppl / pyro

#计算机科学#Deep universal probabilistic programming with Python and PyTorch

Python PyTorch 机器学习 bayesian probabilistic-programming bayesian-inference variational-inference 深度学习

Python 8.68 k

12 天前

JavierAntoran / Bayesian-Neural-Networks

#计算机科学#Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

深度学习 bayesian-inference PyTorch reproducible-research mcmc variational-inference uncertainty out-of-distribution-detection classification regression hmc

Jupyter Notebook 1.88 k

1 年前

GPflow / GPflow

#计算机科学#Gaussian processes in TensorFlow

gaussian-processes Tensorflow 机器学习 variational-inference bayesian-statistics stochastic-processes 深度学习

Python 1.86 k

1 个月前

janosh / awesome-normalizing-flows

#Awesome#Awesome resources on normalizing flows.

normalizing-flows variational-inference autoregressive 机器学习 Awesome Lists bayesian-inference

Python 1.49 k

1 个月前

kumar-shridhar / PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

convolutional-neural-networks bayesian-network PyTorch Python pytorch-cnn bayesian-inference bayesian-statistics image-recognition bayesian-networks variational-inference

Python 1.49 k

1 年前

jaanli / variational-autoencoder

#学习与技能提升#Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

vae 机器学习 Tensorflow variational-autoencoder variational-inference deep learning 深度学习深度神经网络 PyTorch unsupervised-learning

Python 1.16 k

1 年前

bayesgroup / deepbayes-2018

#计算机科学#Seminars DeepBayes Summer School 2018

深度学习 bayesian variational-inference

Jupyter Notebook 1.05 k

6 年前

neka-nat / probreg

Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)

Point cloud gaussian-mixture-models 3D open3d variational-inference registration

Python 885

10 个月前

yell / boltzmann-machines

#计算机科学#Boltzmann Machines in TensorFlow with examples

dbm 深度学习 energy-based-model Keras 机器学习 mcmc rbm restricted-boltzmann-machine Tensorflow variational-inference

Jupyter Notebook 850

3 年前

matthewvowels1 / Awesome-VAEs

#Awesome#A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

vae variational-autoencoder Awesome Lists disentangled-representations representation-learning 深度学习 generative-model unsupervised-learning variational-inference

800

4 年前

VincentStimper / normalizing-flows

PyTorch implementation of normalizing flow models

variational-autoencoder variational-inference glow PyTorch

Python 800

7 个月前

bahjat-kawar / ddrm

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

diffusion diffusion-models inpainting inverse-problems score-based super-resolution variational-inference

Python 616

2 年前

SimonKohl / probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

variational-inference semantic-segmentation generative-models variational-autoencoders neurips nips

Jupyter Notebook 549

2 年前

sjchoi86 / bayes-nn

#计算机科学#Lecture notes on Bayesian deep learning

深度学习 variational-inference

483

7 年前

fehiepsi / rethinking-numpyro

Statistical Rethinking (2nd ed.) with NumPyro

bayesian-statistics causal-inference variational-inference Python NumPy

Jupyter Notebook 452

1 年前

FranxYao / Deep-Generative-Models-for-Natural-Language-Processing

#自然语言处理#DGMs for NLP. A roadmap.

generative-model generative-text text-generation generative-models variational-inference variational-autoencoders Generative Adversarial Network normalizing-flows Parsing graphical-models 自然语言处理 mcmc language-model decoding

390

2 年前

omerbsezer / Generative_Models_Tutorial_with_Demo

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important ...

variational-autoencoder Generative Adversarial Network gans dcgan cyclegan generative-model 教程 tutorial-code variational-inference gaussian-mixture-models auto-regressive-model

Jupyter Notebook 333

6 年前

ohirose / bcpd

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

variational-inference gaussian-processes bayesian-inference outlier-detection

C 306

8 个月前