Python generative-model

Open-source Python projects categorized as generative-model

Top 23 Python generative-model Projects

generative-model
  1. denoising-diffusion-pytorch

    Implementation of Denoising Diffusion Probabilistic Model in Pytorch

    Project mention: Diffusion Models | news.ycombinator.com | 2024-05-25

    Yes, you can find the attention block in this file:

    https://github.com/lucidrains/denoising-diffusion-pytorch/bl...

  2. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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  3. jukebox

    Code for the paper "Jukebox: A Generative Model for Music"

  4. courses

    This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI) (by SkalskiP)

  5. stylegan2-pytorch

    Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

    Project mention: I tried cline 3.0.0 and here is what happend | dev.to | 2024-12-29

    Add yourself a tool for generating an image of a human face. It is really simple. Just visit https://thispersondoesnotexist.com. This will generate such an image. You just have to download it and store it somewhere. Give yourself some options/parameters (i.e. location where to save the image). And write the tool in a way so that it can be integrated in coding workflow easily. For example, we just created testimonials for a website. This tool would be handy to generate a face for the testimonial giver. So I hope you get what I want.”

  6. ALAE

    [CVPR2020] Adversarial Latent Autoencoders

  7. DreamCraft3D

    [ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

  8. SDV

    Synthetic data generation for tabular data

    Project mention: Synthetic data generation for tabular data | news.ycombinator.com | 2024-02-27

    Can someone help me understand the licensing of this?

    https://github.com/sdv-dev/SDV/blob/main/LICENSE

    It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  10. MeshAnything

    [ICLR 2025] From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

    Project mention: Meta 3D Gen | news.ycombinator.com | 2024-07-02
  11. Papers-in-100-Lines-of-Code

    Implementation of papers in 100 lines of code.

  12. RAVE

    Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder

  13. ImageReward

    [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation

  14. giraffe

    This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields" (by autonomousvision)

  15. torch-fidelity

    High-fidelity performance metrics for generative models in PyTorch

  16. kogpt

    KakaoBrain KoGPT (Korean Generative Pre-trained Transformer) (by kakaobrain)

  17. magvit

    Official JAX implementation of MAGVIT: Masked Generative Video Transformer (by google-research)

  18. Text2LIVE

    Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)

  19. nflows

    Normalizing flows in PyTorch

  20. MeshDiffusion

    Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)

  21. MidiTok

    MIDI / symbolic music tokenizers for Deep Learning models 🎶

  22. progen

    Official release of the ProGen models

  23. dreamGPT

    Leverage hallucinations from Large Language Models (LLMs) for novelty-driven explorations.

    Project mention: Hallucination Is Inevitable: An Innate Limitation of Large Language Models | news.ycombinator.com | 2024-02-25

    Hallucinations are essential for divergent thinking. Not everything is solved following goal driven approaches. Check out DreamGPT: https://github.com/DivergentAI/dreamGPT

  24. Copulas

    A library to model multivariate data using copulas.

  25. evodiff

    Generation of protein sequences and evolutionary alignments via discrete diffusion models

  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
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).

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Python generative-model related posts

  • I tried cline 3.0.0 and here is what happend

    1 project | dev.to | 29 Dec 2024
  • A Person Does Not Exist

    1 project | news.ycombinator.com | 30 Nov 2024
  • Cookware company includes artificial customer prompts in website

    1 project | news.ycombinator.com | 10 Aug 2024
  • Meta 3D Gen

    2 projects | news.ycombinator.com | 2 Jul 2024
  • Diffusion Models

    4 projects | news.ycombinator.com | 25 May 2024
  • Ask HN: Voice Equivalent to "This Person Does Not Exist"?

    1 project | news.ycombinator.com | 22 May 2024
  • Wikipedia No Longer Considers CNET "Generally Reliable" Source After AI Scandal

    1 project | news.ycombinator.com | 29 Feb 2024
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    coderabbit.ai | 7 Feb 2025
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Index

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

# Project Stars
1 denoising-diffusion-pytorch 8,770
2 jukebox 7,907
3 courses 5,593
4 stylegan2-pytorch 3,728
5 ALAE 3,518
6 DreamCraft3D 2,714
7 SDV 2,473
8 MeshAnything 2,103
9 Papers-in-100-Lines-of-Code 1,419
10 RAVE 1,420
11 ImageReward 1,270
12 giraffe 1,237
13 torch-fidelity 1,035
14 kogpt 1,006
15 magvit 966
16 Text2LIVE 882
17 nflows 846
18 MeshDiffusion 799
19 MidiTok 734
20 progen 633
21 dreamGPT 575
22 Copulas 570
23 evodiff 553

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