Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: dsprites
google-deepmind/dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
Language: Jupyter Notebook - Size: 28.2 MB - Last synced: 15 days ago - Pushed: over 3 years ago - Stars: 469 - Forks: 70
miyosuda/disentangled_vae
Replicating "Understanding disentangling in β-VAE"
Language: Python - Size: 6.93 MB - Last synced: 3 months ago - Pushed: almost 6 years ago - Stars: 192 - Forks: 38
rpatrik96/ima-vae
This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivalent to optimizing the IMA-regularized log-likelihood under certain assumptions (e.g., small decoder variance).
Language: Jupyter Notebook - Size: 7.37 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 21 - Forks: 0
YannDubs/disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
Language: Python - Size: 222 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 734 - Forks: 138
1Konny/Beta-VAE
Pytorch implementation of β-VAE
Language: Python - Size: 3.86 MB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 466 - Forks: 119
1Konny/FactorVAE
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
Language: Python - Size: 7.83 MB - Last synced: 8 months ago - Pushed: almost 6 years ago - Stars: 242 - Forks: 48
zfountas/deep-active-inference-mc
Deep active inference agents using Monte-Carlo methods
Language: Python - Size: 12.4 MB - Last synced: 8 months ago - Pushed: over 2 years ago - Stars: 59 - Forks: 11
fjxmlzn/InfoGAN-CR
[ICML 2020] InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs
Language: Python - Size: 920 KB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 40 - Forks: 8
nicolasigor/FactorVAE
A TensorFlow implementation of FactorVAE, proposed in "Disentangling by Factorising" by Kim et al.
Language: Python - Size: 22.5 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 7 - Forks: 3
saashd/controlVAE
ML2 Project following ControlVAE: Tuning, Analytical Properties, and Performance Analysis
Language: Jupyter Notebook - Size: 205 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0
