reglab Goto Github PK

aquaculture

Repository for "Locating and measuring marine aquaculture production with remote sensing: a computer vision approach in the French Mediterranean"

avgas

Repository for Ouyang, 2022, "Comment submitted by County of Santa Clara, et al. In Support of Proposed Finding that Lead Emissions from Aircraft Engines that Operate on Leaded Fuel Cause or Contribute to Air Pollution that May Reasonably Be Anticipated to Endanger Public Health and Welfare (Jan. 17, 2023), Exhibit B"

bert

TensorFlow code and pre-trained models for BERT

bifsg

Documentation of BIFSG method, as used for imputing race/ethnicity in the American Families Cohort (AFC) dataset hosted by Stanford Population Health Sciences.

building_expansion

Repository for Chugg and Anderson et al., 2021, "Enhancing environmental enforcement with near real-time monitoring: Likelihood-based detection of structural expansion of intensive livestock farms"

california_mmp

capacity-limits

Repository for Maldonado and Peng et al., 2022, "Science Translation During the COVID-19 Pandemic: An Academic-Public Health Partnership to Assess Capacity Limits in California"

casehold

Repository for Zheng and Guha et al., 2021, "When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset of 53,000+ Legal Holdings"

cict-stepped-wedge-replication

Repository for Raymond et al., 2022, "Automated vs. Manual Case Investigation and Contact Tracing for Pandemic Surveillance: Evidence from a Stepped Wedge Cluster Randomized Trial"

conditionalembeddings

Estimate conditional word embedding distributions with Bayes-by-Backprop

corpuslinguistics

Repository for "Corpus Enigmas and Contradictory Linguistics: Tensions Between Empirical Semantic Meaning and Judicial Interpretation"

covid-19-disease-surveillance

Repository for Anderson et al., 2023, "Leveraging Genomic Sequencing Data to Evaluate Disease Surveillance Strategies"

covid19-hightouch

Repository for Lu, et al., 2023, "Integrating social services with disease investigation: A randomized trial of COVID-19 high-touch contact tracing"

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

informal-adus

Repository for Jo & Vallebueno et al., 2024, "Not (Officially) in My Backyard: Characterizing Informal Accessory Dwelling Units and Informing Housing Policy with Remote Sensing"

irs-optimize-and-estimate

Repository for Henderson et al., 2022, "Integrating Reward Maximization and Population Estimation: Sequential Decision-Making for Internal Revenue Service Audit Selection"

land-application-detection

Repository for: Chugg and Rothbacher et al., 2022, "Detecting Environmental Violations with Satellite Imagery in Near Real Time: Land Application under the Clean Water Act"

legal_hallucinations

Repository for Dahl et al., 2024, "Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models"

mab-infectious-disease

Repository for Chugg and Ho, 2021, "Reconciling Risk Allocation and Prevalence Estimation in Public Health Using Batched Bandits"

public

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

redundant-encodings

Repository for Cheng and Gallegos et al., 2023, "How Redundant are Redundant Encodings? Blindness in the Wild and Racial Disparity when Race is Unobserved"

rgb-footprint-extract

A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery

snc-distributive

Repository for Benami et al., 2021, "The Distributive Effects of Risk Prediction in Environmental Compliance: Algorithmic Design, Environmental Justice, and Public Policy"

spacenetexploration

A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from the SpaceNet Challenge.

temporal-cluster-matching

An implementation of the temporal cluster matching method for detecting change in structure footprints from time series of remotely sensed imagery.

tmdls_archived

torchgeo

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

utilities

Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine learning algorithms.

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > iOS