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cds-modularity icon cds-modularity

a full-stack scalable framework for ML/Data Science projects at the UMass Center for Data Science

ds4cg2019-dph icon ds4cg2019-dph

The Massachusetts Department of Public Health (DPH) team aggregated data from disparate sources to develop risk assessment scores at the city/town level. The results will help the DPH deploy resources more effectively and efficiently, in areas that need them most.

ds4cg2019-mapc icon ds4cg2019-mapc

The Metropolitan Area Planning Council (MAPC) team worked on enhancing a forecasting technique originally developed at Northeastern University to project scenarios about future populations, enhancing its efficiency, ease of use, and breadth of applicability. The results will help MAPC to better serve the cities and towns that rely on their expertise for municipal planning.

ds4cg2019-tnc icon ds4cg2019-tnc

The Nature Conservancy (TNC) team devised a tool using a computer-vision algorithm to automatically detect whether or not a photograph contains an animal. TNC can apply this tool to photographs captured by remote motion-sensitive cameras placed in the wild, in order to monitor wildlife corridors and better guard against animal-vehicle collisions on roadways.

ds4cg2021-georeferencing icon ds4cg2021-georeferencing

Automatically identify exact latitude and longitude for locations in aerial images in order to compare images from difference sources and time periods. This tool can provide insight into how land and waterways change over time.

ihop-reddit icon ihop-reddit

The Center for Data Science repository for the International Hate Observatory Project and analyzing Reddit. This produces the models used in RedditMap.social.

inaturalist-sinr icon inaturalist-sinr

forked from Spatial Implicit Neural Representations for Global-Scale Species Mapping - ICML 2023

pythonprojecttemplate icon pythonprojecttemplate

A template demonstrating a python project with dependency configuration, unit tests and data processing pipelines.

pywsrlib icon pywsrlib

Radar toolkit using Py-ART and patterned off WSRLIB

roostui icon roostui

Roost visualization and annotation web interface

social-dimensions icon social-dimensions

Code and data accompanying the paper "Quantifying social organization and political polarization in online platforms", Nature 2021.

ss_cnn_grl icon ss_cnn_grl

Prediction of Off-Fault Deformation from Experimental Strike-slip Fault Structures using the Convolutional Neural Networks

tncapp-fastapi icon tncapp-fastapi

The Fast API equivalent of the original Flask implementation of TNC app

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