mbjoseph's Stars
pymc-devs/nutpie
Python wrapper for nuts-rs
samar-khanna/DiffusionSat
Official code repository for ICLR 2024 paper "DiffusionSat: A Generative Foundation Model for Satellite Imagery"
isaaccorley/torchseg
Segmentation models with pretrained backbones. PyTorch.
ameliaholcomb/gedi-disturbance
earth-mover/dataloader-demo
google/bayesnf
Bayesian Neural Field models for prediction in large-scale spatiotemporal datasets
stac-utils/stac-pydantic
Pydantic data models for the STAC spec
DynamicsAndNeuralSystems/pycatch22
python implementation of catch22
has2k1/plotnine
A Grammar of Graphics for Python
gjoseph92/geogif
Turn xarray timestacks into GIFs
Clay-foundation/model
The Clay Foundation Model (in development)
MarcCoru/meteor
Jack-bo1220/Awesome-Remote-Sensing-Foundation-Models
rlabbe/Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
microsoft/satclip
PyTorch implementation of SatCLIP
stanfordmlgroup/ngboost
Natural Gradient Boosting for Probabilistic Prediction
StatMixedML/XGBoostLSS
An extension of XGBoost to probabilistic modelling
zillow/quantile-forest
Quantile Regression Forests compatible with scikit-learn.
Global-Policy-Lab/mosaiks-paper
Code and data to support our paper
sktime/skpro
A unified framework for tabular probabilistic regression and probability distributions in python
shap/shap
A game theoretic approach to explain the output of any machine learning model.
google/Xee
An Xarray extension for Google Earth Engine
nasa/harmony-py
Python client library for working with NASA’s Earth observing system data using Harmony. https://harmony.earthdata.nasa.gov
qubvel/segmentation_models.pytorch
Semantic segmentation models with pretrained backbones. PyTorch.
bloomberg/memray
Memray is a memory profiler for Python
GoogleCloudPlatform/compute-gpu-installation
pydata/bottleneck
Fast NumPy array functions written in C
boettiger-lab/earthdatalogin
Making public access of public data a bit easier
allenai/satlas
strath-ai/SatelliteCloudGenerator
A PyTorch-based tool to generate clouds for satellite images.