DeepVerse: 4D Autoregressive Video Generation as a World Model

[ICLR 2025] Where Am I and What Will I See : An Auto-Regressive Model for Spatial Localization and View Prediction

[TPAMI] The official implementation of our paper "Improved and Accelerated Text-to-Image Generation with Collect, Reflect, and Refine".

Sequence-to-Sequence Generative Model for Sequential Recommender System

This repository contains Python functions for predicting time series.

Conditional Latent Autoregressive Recurrent Model (CLARM) for learning spatiotemporal dynamics

Teaching material for "Introduction to temporal neural data analysis"

Blood pressure estimation using AR model

Autoregressive Inverse Design of Disordered Metamaterials for Target Nonlinear Response

A try on using blockwise frequency prediction on AR image generation

Interactive S&P 500 stock price prediction app using machine learning and Streamlit. Visualise trends, forecast prices, and explore data insights.

A research-focused modular generative modeling library built on JAX/Flax NNX

Solving the Knight's Tour puzzle using an Autoregressive Transformer

This repository implements PixelCNN, an autoregressive model for image generation. It generates images pixel by pixel using masked convolutions to maintain directional dependencies. During inference, the model sequentially generates an image by sampling each pixel based on its predicted distribution.

Time Series Analysis using an autoregressive model to predict the temperature for Svalbard, Norway based on ECAD datasets

System in C++ for weather data management with interface with language Python. The python part is responsable to do predicitions of the weather of the next day.

A State-of-the-Art Generative Model for Human Typing Behavior

Implementation of a Denoising Diffusion Probabilistic Model with some mathematical background.

📖 The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.