Projects in Awesome Lists tagged with autoregressive-models

https://github.com/foundationvision/var

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

auto-regressive-model autoregressive-models diffusion-models generative-ai generative-model gpt gpt-2 image-generation large-language-models neurips transformers vision-transformer

Last synced: 17 Dec 2024

https://github.com/FoundationVision/VAR

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

auto-regressive-model autoregressive-models diffusion-models generative-ai generative-model gpt gpt-2 image-generation large-language-models neurips transformers vision-transformer

Last synced: 04 Nov 2024

https://github.com/pdebench/pdebench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

ai autoregressive-models benchmark deep-learning fluid-dynamics jax machine-learning navier-stokes-equations neural-networks neural-operators partial-differential-equations physics-informed-neural-networks pytorch scientific scientific-computing sciml simulation

Last synced: 03 Nov 2024

https://github.com/ermongroup/fast_feedforward_computation

Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021

acceleration autoregressive-models densenet icml-2021 made numerical-methods pixelcnn rnn

Last synced: 18 Nov 2024

https://github.com/StefanHeng/Symbolic-Music-Generation

Symbolic music generation taking inspiration from NLP and human composition process

autoregressive-models melody-extraction melody-generation midi music-generation music-xml nlp reformer representation-learning transformer transformer-decoder transformer-xl transformers-models

Last synced: 22 Nov 2024

https://github.com/msikorski93/forecasting-inflation-rates-of-poland

Recently inflation is a popular topic in Poland and is highest since 2001. Experts presume inflation in Poland should continue to rise, and by the end of 2021 it will be close to 8%. This notebook aims to develop a forecasting model for time series using Python.

autoregressive-models cnn inflation-forecasting lstm sarima statsmodels tensorflow time-series-forecasting

Last synced: 11 Nov 2024

https://github.com/graph-com/layerdag

code for the paper "LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs"

autoregressive-models dataflows ddpm directed-acyclic-graph generative-model graph-generation graph-neural-networks intermediate-representation pytorch synthetic-data-generation

Last synced: 03 Dec 2024