Top 23 Python generative-model Projects

• jukebox

  129 7,580 0.0 Python

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

  

Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

openai/jukebox: Music Generation

• denoising-diffusion-pytorch

  11 7,075 8.5 Python

  Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Project mention: Commits · lucidrains/denoising-diffusion-pytorch | /r/u_metareflection | 2023-05-24

• InfluxDB

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  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• courses

  7 4,556 5.4 Python

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

Project mention: If you are looking for free courses about AI, LLMs, CV, or NLP, I created the repository with links to resources that I found super high quality and helpful. The link is in the comment. | /r/ChatGPT | 2023-07-02

I found it: https://github.com/SkalskiP/courses

• stylegan2-pytorch

  1,989 3,651 2.7 Python

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

Project mention: Wikipedia No Longer Considers CNET "Generally Reliable" Source After AI Scandal | news.ycombinator.com | 2024-02-29

• ALAE

  1 3,494 0.0 Python

  [CVPR2020] Adversarial Latent Autoencoders

• SDV

  59 2,144 9.4 Python

  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?

• DreamCraft3D

  2 1,800 4.7 Python

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

  

Project mention: AI Image Generator Transforms 2D Images into 3D Images | news.ycombinator.com | 2023-11-07

• SaaSHub

  www.saashub.com featured

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

  

• giraffe

  3 1,229 1.8 Python

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

  

• RAVE

  9 1,209 7.7 Python

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

Project mention: How could you use AI for music inspiration/ideas? | /r/edmproduction | 2023-05-23

Also, theres new tools like https://github.com/acids-ircam/RAVE which can be used to create new sounds, i feel like the more granular you work with AI on art, the better can help you out. Magentajs is pretty cool! Im still just playing with it but is easy to use so far.

• kogpt

  1 999 4.2 Python

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

  

• ImageReward

  1 952 6.7 Python

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

  

Project mention: Results of finetuning Avalon TRUvision v2 with image scoring | /r/StableDiffusion | 2023-05-17

I used Image Reward repo to score generated imaged during training and modified loss function to take score into account.

• torch-fidelity

  3 881 8.1 Python

  High-fidelity performance metrics for generative models in PyTorch

• Text2LIVE

  2 849 0.0 Python

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

• magvit

  1 848 4.2 Python

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

  

Project mention: Magvit: Masked Generative Video Transformer | news.ycombinator.com | 2023-06-23

Looks like it's stuck in Google's release review process. Author hopes to publish this week, per https://github.com/MAGVIT/magvit/issues/2#issuecomment-15981...

===========

Lijun-Yu commented Jun 20, 2023

I hate the delay in the code release due to company review policies... but hopefully it will be out this week during CVPR.

The initial version will live at https://github.com/google-research/magvit (not yet online as of 06/19), written in Jax/Flax. We are also going to release model weights trained on non-proprietary datasets, along with generated samples, so long as they're approved.

I'm also happy to help with any potential Pytorch reimplementations.

===========

• nflows

  2 805 3.2 Python

  Normalizing flows in PyTorch

  

• MeshDiffusion

  1 740 7.1 Python

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

• MidiTok

  1 588 9.0 Python

  MIDI / symbolic music tokenizers for Deep Learning models 🎶

• Papers-in-100-Lines-of-Code

  3 587 5.4 Python

  Implementation of papers in 100 lines of code.

Project mention: How do I run this code from Papers in 100 lines of code? | /r/NeuralRadianceFields | 2023-09-22

I wanted to try the some code written by Maxime Vandegar https://github.com/MaximeVandegar/Papers-in-100-Lines-of-Code/tree/main/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs

• progen

  6 565 0.0 Python

  Official release of the ProGen models

  

Project mention: Large language models generate functional protein sequences across families | news.ycombinator.com | 2023-05-13

I was supposed to be reply to another comment. The GitHub is from 2022:

https://github.com/salesforce/progen

• Copulas

  1 506 8.1 Python

  A library to model multivariate data using copulas.

  

• evodiff

  1 425 8.9 Python

  Generation of protein sequences and evolutionary alignments via discrete diffusion models

  

Project mention: What’s Next in Protein Design? Microsoft Researchers Introduce EvoDiff: A Groundbreaking AI Framework for Sequence-First Protein Engineering | /r/machinelearningnews | 2023-09-19

Github: https://github.com/microsoft/evodiff

• synthcity

  4 363 7.2 Python

  A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.

  

• CelebV-HQ

  1 341 10.0 Python

  [ECCV 2022] CelebV-HQ: A Large-Scale Video Facial Attributes Dataset

• SaaSHub

  www.saashub.com featured

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

  

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• A note from our sponsor - InfluxDB
  www.influxdata.com | 10 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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