Stars
Reads, collocates and plots EarthCARE and PACE data
Particle-resolved stochastic atmospheric aerosol model
Robust Speech Recognition via Large-Scale Weak Supervision
FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.
Python wrapper for multiple sphere T-matrix (MSTM) code and Mie theory to calculate surface plasmon resonance (SPR) spectrum and fit it to experiment
A two-way deep learning bridge between Keras and Fortran
Escaping the Big Data Paradigm with Compact Transformers, 2021 (Train your Vision Transformers in 30 mins on CIFAR-10 with a single GPU!)
Imaging Spectrometer Optimal FITting (ISOFIT) contains a set of routines and utilities for fitting surface, atmosphere and instrument models to imaging spectrometer data.
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Code release for NeRF (Neural Radiance Fields)
COLMAP - Structure-from-Motion and Multi-View Stereo
Source repo for Earth and Environmental Data Science book
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
Initial public release of code, data, and model weights for FourCastNet
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Check whether a lat/lon point is on land for any point on earth
a chrome extension to enhance chatGPT results with prompt-prefixing trick
MDPI Journal: Remote Sensing Track 2023
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, adjoint methods, and more for ODEs…
Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling
A collection of resources and papers on Diffusion Models