generative-models

Top 19 generative-model Open-Source Projects

  • stargan-v2

    StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

  • score_sde_pytorch

    PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

  • InfluxDB

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  • score_sde

    Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

  • Blend_My_NFTs

    Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.

  • autovc

    AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

  • pytorch-vqvae

    Vector Quantized VAEs - PyTorch Implementation

  • org-ai

    Emacs as your personal AI assistant. Use LLMs such as ChatGPT or LLaMA for text generation or DALL-E and Stable Diffusion for image generation. Also supports speech input / output.

  • Project mention: Emacs-copilot: Large language model code completion for Emacs | news.ycombinator.com | 2023-12-30
  • SaaSHub

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  • cycle-diffusion

    [ICCV 2023] A latent space for stochastic diffusion models

  • DiffusionFastForward

    DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

  • PIDM

    Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)

  • pytorch-generative

    Easy generative modeling in PyTorch.

  • SDGym

    Benchmarking synthetic data generation methods.

  • Self-Attention-Guidance

    Official implementation of the paper "Improving Sample Quality of Diffusion Models Using Self-Attention Guidance" (ICCV 2023)

  • consistency-models

    A Toolkit for OpenAI's Consistency Models.

  • precision-recall-distributions

    Assessing Generative Models via Precision and Recall (official repository)

  • mesa-examples

    Seminal agent-based models developed using Mesa

  • Project mention: Modeling Civil Violence with Mesa | news.ycombinator.com | 2024-04-25
  • Vox-E

    This repo contains the python code as well as the webpage html files for the Vox-E project from VAILab at TAU.

  • Main

    Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders.. (by VincentGranville)

  • ProTaska-GPT

    Unleash the Potential of Datasets with Intelligent Tasks, Tutorials, and Algorithm Recommendations.

  • Project mention: Learn Data Science with a GPT-powered Tutor: ProTaska-GPT | /r/learnpython | 2023-06-19
  • 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).

generative-models related posts

  • AI is getting scary

    2 projects | /r/ChatGPT | 19 Apr 2023
  • [D] CycleGAN Diffusion equivalent

    3 projects | /r/MachineLearning | 13 Apr 2023
  • Goodbye Diffusion. Hello Consistency. The code for OpenAIs new approach to AI image generation is now available. This one-shot approach, as opposed to the multi-step Gaussian perturbation method of Diffusion, opens the door to real-time AI image generation.

    2 projects | /r/singularity | 12 Apr 2023
  • OpenAI releases Consistency Model for one-step generation

    2 projects | news.ycombinator.com | 12 Apr 2023
  • Consistency Models

    1 project | news.ycombinator.com | 12 Apr 2023
  • Using Stable Diffusion's training method for Reverse engineering?

    1 project | /r/deeplearning | 27 Mar 2023
  • [R] Training Small Diffusion Model

    2 projects | /r/MachineLearning | 14 Mar 2023
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    www.saashub.com | 16 May 2024
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Index

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

Project Stars
1 stargan-v2 3,418
2 score_sde_pytorch 1,401
3 score_sde 1,242
4 Blend_My_NFTs 991
5 autovc 961
6 pytorch-vqvae 791
7 org-ai 606
8 cycle-diffusion 521
9 DiffusionFastForward 506
10 PIDM 457
11 pytorch-generative 404
12 SDGym 243
13 Self-Attention-Guidance 194
14 consistency-models 192
15 precision-recall-distributions 100
16 mesa-examples 94
17 Vox-E 69
18 Main 61
19 ProTaska-GPT 2

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