Python framework for short-term ensemble prediction systems.

A deep learning based power prediction system for photovoltaic power generation

Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"

Custom Diffusers library for STDiff model

[AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

Code repository for "Extending intraday solar forecast with deep generative models".

Download and save images from the Japanese weather satellite Himawari 8 in full resolution (121MP | 11000px)

Spatiotemporal Attention Networks for Wind Power Forecasting

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Irradiance forecasting using features extracted from a sky-camera

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

Open-Sora: Democratizing Efficient Video Production for All

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the …

Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models

A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting

Dual Swin Transformer for video-time-series fusion

PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023

This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context"

Front End repo for the Nowcasting project.

The open-source solutions of FourCastNet and GraphCast

🎁[ChatGPT4MTevaluation] ErrorAnalysis Prompt for MT Evaluation in ChatGPT

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

The C++ and R packages for parallel ensemble forecasts using Analog Ensemble

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.