montimaj

montimaj's Stars

• hyriver/pygeohydro

  A part of HyRiver software stack for accessing hydrology data through web services

  Language:Python6823

• IPL-UV/kNDVI

  Kernel vegetation indices and the kernel NDVI

  Language:Python4914

• facebookresearch/HighResCanopyHeight

  This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar".

  Language:Python23540

• nsidc/earthaccess

  Python Library for NASA Earthdata APIs

  Language:Python43289

• optuna/optuna

  A hyperparameter optimization framework

  Language:Python11.1k1.1k

• mdfahimhasan/Global-Subsidence-Groundwater

  Language:Python82

• coolzhao/Geo-SAM

  A QGIS plugin tool using Segment Anything Model (SAM) to accelerate segmenting or delineating landforms in geospatial raster images.

  Language:Python25239

• keras-team/keras-core

  A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.

  Language:Python1.3k118

• WSWUP/gridwxcomp

  Comparison of weather station and gridded climate datasets

  Language:Python177

• GeoscienceAustralia/PyRate

  A Python tool for estimating velocity and time-series from Interferometric Synthetic Aperture Radar (InSAR) data.

  Language:Python20871

• jmcarpenter2/swifter

  A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

  Language:Python2.6k101

• tethysplatform/tethys

  The Tethys Platform main Django website project repository.

  Language:Python9451

• facebookresearch/esm

  Evolutionary Scale Modeling (esm): Pretrained language models for proteins

  Language:Python3.3k656

• microsoft/farmvibes-ai

  FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

  Language:Jupyter Notebook694123

• GeoStat-Framework/AnaFlow

  A python-package containing analytical solutions for the groundwater flow equation

  Language:Python345

• Project-AgML/AgML

  AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

  Language:Python18929

• bopen/sarsen

  Algorithms and utilities for Synthetic Aperture Radar (SAR) sensors

  Language:Jupyter Notebook27126

• linkedin/FastTreeSHAP

  Fast SHAP value computation for interpreting tree-based models

  Language:Python52533

• microsoft/FLAML

  A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

  Language:Jupyter Notebook4k515

• cerlymarco/shap-hypetune

  A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.

  Language:Jupyter Notebook56671

• AstraZeneca/awesome-explainable-graph-reasoning

  A collection of research papers and software related to explainability in graph machine learning.

  1.9k130

• satellite-image-deep-learning/techniques

  Techniques for deep learning with satellite & aerial imagery

  8.8k1.5k

• tensorflow/gnn

  TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

  Language:Python1.4k180

• rougier/scientific-visualization-book

  An open access book on scientific visualization using python and matplotlib

  Language:Python10.7k992

• microsoft/torchgeo

  TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

  Language:Python3.1k370

• PetarV-/GAT

  Graph Attention Networks (https://arxiv.org/abs/1710.10903)

  Language:Python3.3k652

• pycaret/pycaret

  An open-source, low-code machine learning library in Python

  Language:Jupyter Notebook9k1.8k

• NVIDIA/DeepLearningExamples

  State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

  Language:Jupyter Notebook13.7k3.2k

• smwesten-usgs/swb2

  SWB 2.0: a refactored version of the Soil-Water-Balance code

  Language:Fortran199

• smwesten-usgs/swb

  Soil-Water-Balance: A Modified Thornthwaite-Mather Soil-Water-Balance Code for Estimating Groundwater Recharge.

  Language:Fortran3510