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Search results for python spatial analysis
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spatial-analysis
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69 search results found
Osmnx
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4,523
OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
Geopandas
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4,129
Python tools for geographic data
Pytorch_geometric_temporal
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2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Sedona
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1,769
A cluster computing framework for processing large-scale geospatial data
Cartopy
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1,322
Cartopy - a cartographic python library with matplotlib support
Ppde642
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1,244
USC urban data science course series with Python and Jupyter
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.
Geobr
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728
Easy access to official spatial data sets of Brazil in R and Python
Grass
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725
GRASS GIS - free and open-source geospatial processing engine
Xarray Spatial
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723
Raster-based Spatial Analytics for Python
30daymapchallenge
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699
Official repo for the #30DayMapChallenge data visualization project. Open to everyone!
Pykrige
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670
Kriging Toolkit for Python
Spatial Transformer Network
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661
A Tensorflow implementation of Spatial Transformer Networks.
Kuwala
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610
Kuwala is the no-code data platform for BI analysts and engineers enabling you to build powerful analytics workflows. We are set out to bring state-of-the-art data engineering tools you love, such as Airbyte, dbt, or Great Expectations together in one intuitive interface built with React Flow. In addition we provide third-party data into data science models and products with a focus on geospatial data. Currently, the following data connectors are available worldwide: a) High-resolution demograp
Awesome Geospatial Companies
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576
🌐 List of 500+ geospatial companies (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)
Verde
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533
Processing and gridding spatial data, machine-learning style
Tps_stn_pytorch
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510
PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)
Gis Programming Roadmap
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509
One stop shop for all your GIS Programming needs
Vehicle Detection
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509
Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).
Gstools
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485
GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more
Earthpy
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468
A package built to support working with spatial data using open source python
Transforms3d
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429
3 dimensional spatial transformations
Two Stream Pytorch
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420
PyTorch implementation of two-stream networks for video action recognition
Spatial Temporal Re Identification
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370
[AAAI 2019] Spatial Temporal Re-identification
Cspn
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367
Convolutional Spatial Propagation Network
Squidpy
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362
Spatial Single Cell Analysis in Python
Keras Spp
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360
Spatial pyramid pooling layers for keras
Geopandas Tutorial
⭐
351
Tutorial on geospatial data manipulation with Python
Graph Wavenet
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313
graph wavenet
Setk
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306
Tools for Speech Enhancement integrated with Kaldi
Brainstorm
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300
Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"
Stanet
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296
official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection
Video Classification 2 Stream Cnn
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293
Video Classification using 2 stream CNN
Spatialpandas
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293
Pandas extension arrays for spatial/geometric operations
Pytorch Spynet
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285
a reimplementation of Optical Flow Estimation using a Spatial Pyramid Network in PyTorch
Retriever
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282
Quickly download, clean up, and install public datasets into a database management system
Spatial Transformer Gan
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260
ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing 👓 (CVPR 2018)
Iter Reason
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258
Code for Iterative Reasoning Paper (CVPR 2018)
Geostatspy
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252
GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz
Spatial Transformer Tensorflow
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251
🐝Tensorflow Implementation of Spatial Transformer Networks
Freud
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248
Powerful, efficient particle trajectory analysis in scientific Python.
Spaghetti
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247
SPAtial GrapHs: nETworks, Topology, & Inference
Routingpy
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246
🌎 Python library to access all public routing, isochrones and matrix APIs in a consistent manner.
Cell2location
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237
Comprehensive mapping of tissue cell architecture via integrated single cell and spatial transcriptomics (cell2location model)
Regionmask
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237
create masks of geospatial regions for arbitrary grids
Spopt
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234
Spatial Optimization
Pb_bss
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234
Collection of EM algorithms for blind source separation of audio signals
Nupic.torch
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230
Numenta Platform for Intelligent Computing PyTorch libraries
Libpysal
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230
Core components of Python Spatial Analysis Library
Anms Codes
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224
Efficient adaptive non-maximal suppression algorithms for homogeneous spatial keypoint distribution
Geocompy
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193
Geocomputation with Python: an open source book and online resource for getting started in this space
Micro Expression With Deep Learning
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192
Experimentation of deep learning on the subjects of micro-expression spotting and recognition.
Spatialembeddings
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190
Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth
Enzynet
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188
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation
Face Sparnet
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187
Pytorch codes for "Learning Spatial Attention for Face Super-Resolution", TIP 2020.
Astgcn
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183
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019
Raster Functions
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182
A curated set of lightweight but powerful tools for on-the-fly image processing and raster analysis in ArcGIS.
Sa Unet
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178
The open source code of SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation.
Transformer_network
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177
Spatial Transformer network
Temporalconvolutionalnetworks
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174
Stand Alone Self Attention
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171
Implementing Stand-Alone Self-Attention in Vision Models using Pytorch
Geospatial
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165
Odoo and GIS
Geomet
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163
GeoMet - Pure Python conversion library for common geospatial data formats
Ssrn
⭐
160
This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
Spagcn
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157
SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network
Multi Camera Person Re Identification
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154
State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID datasets.
Public Transit Tools
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153
Tools for working with GTFS public transit data in ArcGIS
Phosa
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146
Perceiving 3D Human-Object Spatial Arrangements from a Single Image in the Wild
Spatial_python
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141
Python resources for geospatial data
Srai
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141
Spatial Representations for Artificial Intelligence
Stlearn
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136
A novel machine learning pipeline to analyse spatial transcriptomics data
Soundsourceseparation
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134
The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.
Spatialanalytics
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134
Where 2.0 Workshop Code: Spatial Analysis of Tweets using Hadoop, Pig, Python & Mechanical Turk. Slides here: http://www.slideshare.net/kevinweil/spatial-analyt
Msc
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132
MSC: A Dataset for Macro-Management in StarCraft II
A2s2k Resnet
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132
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
Stdn
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131
Code for our Spatiotemporal Dynamic Network
Rsgislib
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130
Remote Sensing and GIS Software Library; python module tools for processing spatial data.
Lf Internet
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128
[ECCV 2020] Spatial-Angular Interaction for Light Field Image Super-Resolution
Pyinterpolate
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128
Kriging | Poisson Kriging | Variogram Analysis
Spaudiopy
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122
Spatial Audio Python Package
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)
Scnn_pytorch
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116
Pytorch implementation of "Spatial As Deep: Spatial CNN for Traffic Scene Understanding"
Farseg
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114
Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf
St Tr
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113
Spatial Temporal Transformer Network for Skeleton-Based Activity Recognition
Peartree
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112
peartree: A library for converting transit data into a directed graph for sketch network analysis.
Pyimpute
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111
Spatial classification and regression using Scikit-learn and Rasterio
Geoalchemy
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109
Using SQLAlchemy with spatial databases
Gitspatial
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108
A spatial API for your GitHub-hosted GeoJSON
Forestatrisk
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108
📦 🐍 Python package to model and forecast the risk of deforestation
Sppnet
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105
Spatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**
Featureserver
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102
FeatureServer is as OGC web feature service and filter encoding Python server.
Segregation
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100
Segregation Measurement, Inferential Statistics, and Decomposition Analysis
Liana Py
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99
LIANA+: an all-in-one framework for cell-cell communication
Spatialattentiongan
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98
SaGAN PyTorch "Generative Adversarial Network with Spatial Attention for Face Attribute Editing"
Spatial_gan
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97
Spatial Generative Adversarial Networks
Sadnet
⭐
97
Pytorch code for "Spatial-Adaptive Network for Single Image Denoising"
Psgan
⭐
95
Periodic Spatial Generative Adversarial Networks
Spatialde
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93
Test genes for Spatial Variation
Pyargus
⭐
92
Antenna array signal processing library implemented in python
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