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[CVPR 2025 Oral]Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". A…
python package to open GPM-DPR files into xarray to leverage xarray perks
Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis
Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
Data harmonization toolset for scientific earth observation data
Open-source, cloud-native transactional tensor storage engine
Learning in infinite dimension with neural operators.
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
Deep Learning Weather Prediction on the HEALPix mesh
Official inference library for Mistral models
Center for Satellite Applications and Research Microwave Integrated Retrieval System (MIRS) Software
WIP implementation of a tree-like hierarchical data structure for xarray.
Python package for earth-observing satellite data processing
Code for "Latent ODEs for Irregularly-Sampled Time Series" paper
LVDM: Latent Video Diffusion Models for High-Fidelity Long Video Generation
A library of useful colormaps for the weather and climate community, with numerous color vision deficiency friendly options.
A benchmark for the next generation of data-driven global weather models.
Official Pytorch Implementation of the paper: Wavelet Diffusion Models are fast and scalable Image Generators (CVPR'23)
Open source platform for the machine learning lifecycle
ODE2VAE: Deep generative second order ODEs with Bayesian neural networks
Neighborhood Attention Extension. Bringing attention to a neighborhood near you!