S.K. Mukkavilli's repositories
openai-cookbook
Examples and guides for using the OpenAI API
StableLM
StableLM: Stability AI Language Models
ConvolutionalNeuralOperator
This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
component-library
The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.
nowcasting
Nowcasting
Neura-Lode
The mother lode to planetary intelligence
meltingpot
A suite of test scenarios for multi-agent reinforcement learning.
Data-Unifier
Unified way to represent a variety of chunked, compressed data formats (e.g. NetCDF, HDF5, GRIB)
parallel-computing
Parallel computing with task scheduling
PROJ
PROJ - Cartographic Projections and Coordinate Transformations Library
xarray
N-D labeled arrays and datasets in Python
gdal
GDAL is an open source library for raster and vector geospatial data formats.
geoML
datasets, samplers, transforms, and pre-trained models for geospatial data
stable-diffusion
A latent text-to-image diffusion model
mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
pangeo
Pangeo main
ClimateEconRL
ClimateRL: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N.
climategan
Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.
subseasonal_toolkit
Subseasonal forecasting models
parallel-computing-tutorial
Dask tutorial
AIforEarthDataSets
Notebooks and documentation for AI-for-Earth-managed datasets on Azure
EnviroNet-Climate
ImageNet for Climate
gflownet
Generative Flow Networks
gt4sd-core
GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.
EarthScienceAI-curated
A curated list of Earth Science AI tutorials, notebooks, software, datasets, courses, books, video lectures and papers
EnviroNet-Weather
A benchmark dataset for data-driven weather forecasting
climatology-comparisons
Climatology comparisons
validations_analyses
model performance comparisons analyses