vae

Open-source projects categorized as vae
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Topics: Pytorch variational-autoencoder Deep Learning representation-learning reproducible-research
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Top 16 vae Open-Source Projects

  • PyTorch-VAE

    A Collection of Variational Autoencoders (VAE) in PyTorch.

  • Diffusion-Models-Papers-Survey-Taxonomy

    Diffusion model papers, survey, and taxonomy

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  • Advanced-Deep-Learning-with-Keras

    Advanced Deep Learning with Keras, published by Packt

  • benchmark_VAE

    Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

  • pytorch-vqvae

    Vector Quantized VAEs - PyTorch Implementation

  • Awesome-VAEs

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

  • disentangling-vae

    Experiments for understanding disentanglement in VAE latent representations

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • learning-to-drive-in-5-minutes

    Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

  • Parallel-Tacotron2

    PyTorch Implementation of Google's Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling

  • Efficient-VDVAE

    Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"

  • precision-recall-distributions

    Assessing Generative Models via Precision and Recall (official repository)

  • vae-anomaly-detector

    Experiments on unsupervised anomaly detection using variational autoencoder. The variational autoencoder is implemented in Pytorch.

  • python-sdk

    Python SDK for Stable Diffusion API (Txt2Img/Img2Img/ControlNet/VAE) (by omniinfer)

    • Project mention: we've created Python, Javascript, and Golang SDKs for the Omniinfer Stable Diffusion API. | /r/u_omniinfer | 2023-08-12

  • AdaVAE

    [Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation

  • minimal_VAE_on_Mario

    A minimal VAE trained on Super Mario Bros levels.

  • h-former

    H-Former is a VAE for generating in-between fonts (or combining fonts). Its encoder uses a Point net and transformer to compute a code vector of glyph. Its decoder is composed of multiple independent decoders which act on a code vector to reconstruct a point cloud representing a glpyh.

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

vae related posts

Index

What are some of the best open-source vae projects? This list will help you:

Project Stars
1 PyTorch-VAE 5,989
2 Diffusion-Models-Papers-Survey-Taxonomy 2,659
3 Advanced-Deep-Learning-with-Keras 1,716
4 benchmark_VAE 1,680
5 pytorch-vqvae 781
6 Awesome-VAEs 755
7 disentangling-vae 753
8 learning-to-drive-in-5-minutes 277
9 Parallel-Tacotron2 184
10 Efficient-VDVAE 176
11 precision-recall-distributions 95
12 vae-anomaly-detector 66
13 python-sdk 39
14 AdaVAE 32
15 minimal_VAE_on_Mario 15
16 h-former 5

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