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autoregressive-models

Here are 17 public repositories matching this topic...

FoundationVision / VAR

[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!

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

Updated Apr 30, 2024
Python

pdebench / PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

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

Updated May 14, 2024
Python

fajieyuan / WSDM2019-nextitnet

Generative model for sequential recommendation based on Convolution Neural Networks (CNN))

cnn generative-model convolutional-neural-networks convolutional-neural-network autoregressive session-based sequential-recommendation session-based-recommendation-system autoregressive-models next-token-prediction generative-recommendation generative-sequential-recommendation sequential-recommender

Updated Mar 28, 2024
Python

raymin0223 / fast_robust_early_exit

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)

nlp efficient-inference early-exiting autoregressive-models llms

Updated Jun 11, 2024
Python

hazy / dpart

dpart: General, flexible, and scalable framework for differentially private synthetic data generation, developed by hazy.

python open-source differential-privacy synthetic-data autoregressive-models

Updated Jun 12, 2024
Python

pagegitss / UAE

A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation

machine-learning deep-learning monte-carlo-integration cardinality-estimation gumbel-softmax autoregressive-models supervised-autoregressive-models

Updated Oct 8, 2021
Python

StefanHeng / Symbolic-Music-Generation

Symbolic music generation taking inspiration from NLP and human composition process

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

Updated Jun 28, 2023
Python

AndyShih12 / LongHorizonTemperatureScaling

PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023

calibration language-model probabilistic-inference temperature-scaling autoregressive-models

Updated May 31, 2023
Python

AndyShih12 / mac

PyTorch implementation for "Training and Inference on Any-Order Autoregressive Models the Right Way", NeurIPS 2022 Oral, TPM 2023 Best Paper Honorable Mention

pytorch tractable-models generative-models autoregressive-models tractable-inference masked-image-modeling masked-language-modeling any-order-autoregressive-models

Updated May 31, 2023
Python

svjack / GLM-Open-Dialogue

A enhanced Open Dialogue Context Generator supported by General Language Model Pretraining with Autoregressive Blank Infilling

Updated Apr 10, 2023
Python

GregorKobsik / Octree-Transformer

Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences - CVPRW: StruCo3D, 2023

transformers super-resolution 3d-deep-learning shape-generation transformer-architecture autoregressive-models

Updated Jun 18, 2023
Python

cldrake01 / sibyl

Repository for the paper "Advancing Time Series Forecasting: Variance-Aware Loss Functions in Transformers"

machine-learning deep-learning transformers loss-functions time-series-analysis autoregressive-neural-networks autoregressive-models

Updated Jun 11, 2024
Python

matteosaponati / spontaneous-gamma-circuit

This is a repository for the paper: "Spontaneous variability in gamma dynamics described by a damped harmonic oscillator driven by noise" G Spyropoulos, M Saponati, JR Dowdall, ML Schölvinck, CA Bosman, B Lima, A Peter, I Onorato, J Klon-Lipok, R Roese, S Neuenschwander, W Singer, P Fries, M Vinck (2022, Nature Communications)

dynamical-systems oscillations visualcortex autoregressive-models

Updated Jan 17, 2023
Python

khanhvu207 / kore2022

Kaggle Kore 2022 - An autoregressive modeling approach to imitation learning

deep-learning language-modeling kaggle imitation-learning autoregressive-models

Updated Dec 24, 2022
Python

emilopez / pysalado

Forecast of Salado River level (Santa Fe, Arg.)

python river streamlit-webapp autoregressive-models

Updated Jan 11, 2024
Python

Luigi-Tommasicchio / Bachelor-Thesis

Time-series forecasting tecniques applied to the stock market

time-series arma stock-market stock-price-prediction stock-data statsmodels time-series-analysis moving-average time-series-forecasting yfinance autoregressive-models mplfinance

Updated May 28, 2024
Python

AlbertoMarinelli / ISPR-midterms

Assignments for the course of Intelligent Systems for Pattern Recognition (university of Pisa)

convolutional-neural-networks restricted-boltzmann-machines autoregressive-models

Updated Dec 16, 2022
Python

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