Ciaran1981

Ciaran1981's Stars

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook22.2k2402.5k3.2k

• kmario23/deep-learning-drizzle

  Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

  Language:HTML11.9k605432.9k

• interpretml/interpret

  Fit interpretable models. Explain blackbox machine learning.

  Language:C++6.1k144436725

• DistrictDataLabs/yellowbrick

  Visual analysis and diagnostic tools to facilitate machine learning model selection.

  Language:Python4.2k104693554

• UX-Decoder/Segment-Everything-Everywhere-All-At-Once

  [NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

  Language:Python4.2k58142363

• opengeos/segment-geospatial

  A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

  Language:Python2.8k53124274

• GeostatsGuy/PythonNumericalDemos

  Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

  Language:Jupyter Notebook1.4k639489

• skrub-data/skrub

  Prepping tables for machine learning

  Language:Python1.1k2130691

• GeoStat-Framework/PyKrige

  Kriging Toolkit for Python

  Language:Python74237162186

• cerlymarco/shap-hypetune

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

  Language:Jupyter Notebook55373371

• linkedin/FastTreeSHAP

  Fast SHAP value computation for interpreting tree-based models

  Language:Python50373030

• pysal/momepy

  Urban Morphology Measuring Toolkit

  Language:Python4652115656

• geopython/OWSLib

  OWSLib is a Python package for client programming with Open Geospatial Consortium (OGC) web service (hence OWS) interface standards, and their related content models.

  Language:Python37529387273

• eli5-org/eli5

  A library for debugging/inspecting machine learning classifiers and explaining their predictions

  Language:Jupyter Notebook25341341

• isciences/exactextract

  Fast and accurate raster zonal statistics

  Language:C++233146831

• corentin-dfg/Satellite-Image-Time-Series-Datasets

  This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellite videos, for various computer vision and deep learning tasks. It covers multi-temporal datasets with more than two acquisitions but not bi-temporal datasets.

  2229117

• maja601/EuroCrops

  The official repository for the EuroCrops dataset.

  Language:Jupyter Notebook155142223

• IGNF/myria3d

  Myria3D: Aerial Lidar HD Semantic Segmentation with Deep Learning

  Language:Python151115319

• r-barnes/ArcRasterRescue

  Extract raster data from ArcGIS/ESRI formats

  Language:C++84111625

• leftfield-geospatial/geedim

  Search, composite, and download Google Earth Engine imagery.

  Language:Python7651711

• Living-with-machines/MapReader

  A computer vision pipeline for exploring and analyzing images at scale

  Language:Jupyter Notebook76628110

• Akramz/end-to-end-gee

  Reproducing the "End-to-End Google Earth Engine" course using Jupyter Notebooks and geemap.

  Language:Jupyter Notebook732011

• Doodleverse/segmentation_gym

  A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler

  Language:Python4569810

• guiwitz/naparimovie

  Create movies from series of key-frames in napari.

  Language:Python37456

• SmartForest-no/Point2tree

  Language:Python35334

• dsgibbons/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook253325

• doruk-oner/TOPO-Windowed-Loss

  Language:Python191

• jasperroebroek/sklearn-quantile

  Language:Cython16181

• cod3licious/ml_exercises

  Python Exercises for my Machine Learning Course

  Language:Jupyter Notebook5303

• gro5-AberUni/RegionGrow

  Qgis Region Growing Plugin

  Language:Python1