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Search results for machine learning spatial analysis
machine-learning
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spatial-analysis
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12 search results found
Awesome Geospatial
⭐
3,703
Long list of geospatial tools and resources
Pythonnumericaldemos
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1,190
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Depthai
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833
DepthAI Python API utilities, examples, and tutorials.
Grass
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725
GRASS GIS - free and open-source geospatial processing engine
Verde
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533
Processing and gridding spatial data, machine-learning style
Srai
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141
Spatial Representations for Artificial Intelligence
Rsgislib
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130
Remote Sensing and GIS Software Library; python module tools for processing spatial data.
Pyinterpolate
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128
Kriging | Poisson Kriging | Variogram Analysis
No Reference Image Quality Assessment Using Brisque Model
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122
Implementation of the paper "No Reference Image Quality Assessment in the Spatial Domain" by A Mittal et al. in OpenCV (using both C++ and Python)
Spatial_gan
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97
Spatial Generative Adversarial Networks
Psgan
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95
Periodic Spatial Generative Adversarial Networks
Cast
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93
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
Mnist1d
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76
A 1D analogue of the MNIST dataset for measuring spatial biases and answering "science of deep learning" questions.
Touchdown
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63
Cornell Touchdown natural language navigation and spatial reasoning dataset.
Geoml
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55
Spatial modeling using machine learning concepts
Spicemix
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41
spatial transcriptome, single cell
Spatiotemporal_datasets
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39
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
Newerhoods
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37
A Data Clinic project that aggregates NYC Open Data at the tract-level and uses Machine Learning techniques to re-imagine neighborhood boundaries.
Downscale Satellitelst
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35
A python class for enhancing the spatial resolution of satellite-derived Land Surface Temperatures (LST) using statistical downscaling.
Forecastveg
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34
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python
Mistyr
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27
Multiview Intercellular SpaTial modeling framework
Geospatial Learn
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24
A python library for geo-spatial processing and machine learning
Cookiecutter Spatial Data Science
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24
A project template for spatial data science projects marrying best practices from the respective disciplines of Geography and Artificial Intelligence.
Nlsam
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22
The reference implementation for the Non Local Spatial and Angular Matching (NLSAM) denoising algorithm for diffusion MRI
Rsmove
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19
Remote Sensing for Movement Ecology
Lagrisu_landslide Grid And Slope Units Qgis_toolpack
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17
LaGriSU v 0.2 (Landslide Grid and Slope Units): binary (1,0) samples extraction tool pack for landslides mapping in QGIS
Sperrorest
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17
Spatial error estimation and variable importance
Spatial Multiverse
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17
Provides Spatial with front-end support from popular machine learning frameworks
Skspatial
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14
Simple Functions for spatial interpolation using machine learning
Vechicle Detection Tracking
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13
Vehicle detection and tracking using linear SVM classifier
Octconv
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11
Octave Convolution Implementation in PyTorch
Magic Leap Floor Detection
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10
Detect and display the floor in Magic Leap Unity projects with this expansion to the ML SDK Meshing example scene.
Max Spatial Transformer Network
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9
Train a neural network component that can add spatial transformations such as translation and rotation to larger models.
R Models
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9
A quick reference for how to run many models in R.
St_analysis
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8
A toolset for analysis and visualisation of Spatial Transcriptomics datasets.
Machine Learning Based Classification Of Schizophrenic And Healthy Control Using Resting State Fmri
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8
My Bachelor's Thesis on Automated Classification of Schizophrenic from Healthy subjects by analyzing Resting State Networks using Machine Learning, Signal Processing and Computer Vision algorithms
Spatial Kfold
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7
spatial resampling for more robust cross validation in spatial studies
Amazon
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7
Repository for Amazon biome classification codes.
Sxl
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6
SXL: Spatially explicit learning of geographic processes with auxiliary tasks
3dmmasstn Pytorch
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6
Unofficial PyTorch implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
Dataanalytics_geostatistics
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6
2 Day short course on spatial stat analytics, geostatistics and machine learning.
Tiny Htm
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5
A tiny yet flexable framework for (HTM) Hierarchical Temporal Memory
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