Pinned Repositories
aquaculture
Repository for "Locating and measuring marine aquaculture production with remote sensing: a computer vision approach in the French Mediterranean"
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"
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"
corpuslinguistics
Repository for "Corpus Enigmas and Contradictory Linguistics: Tensions Between Empirical Semantic Meaning and Judicial Interpretation"
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"
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
rgb-footprint-extract
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery
temporal-cluster-matching
An implementation of the temporal cluster matching method for detecting change in structure footprints from time series of remotely sensed imagery.
RegLab's Repositories
reglab/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"
reglab/legal_hallucinations
Repository for Dahl et al., 2024, "Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models"
reglab/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"
reglab/temporal-cluster-matching
An implementation of the temporal cluster matching method for detecting change in structure footprints from time series of remotely sensed imagery.
reglab/aquaculture
Repository for "Locating and measuring marine aquaculture production with remote sensing: a computer vision approach in the French Mediterranean"
reglab/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"
reglab/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"
reglab/pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
reglab/rgb-footprint-extract
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery
reglab/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"
reglab/bert
TensorFlow code and pre-trained models for BERT
reglab/bifsg
Documentation of BIFSG method, as used for imputing race/ethnicity in the American Families Cohort (AFC) dataset hosted by Stanford Population Health Sciences.
reglab/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"
reglab/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"
reglab/corpuslinguistics
Repository for "Corpus Enigmas and Contradictory Linguistics: Tensions Between Empirical Semantic Meaning and Judicial Interpretation"
reglab/covid-19-disease-surveillance
Repository for Anderson et al., 2023, "Leveraging Genomic Sequencing Data to Evaluate Disease Surveillance Strategies"
reglab/covid19-hightouch
Repository for Lu, et al., 2023, "Integrating social services with disease investigation: A randomized trial of COVID-19 high-touch contact tracing"
reglab/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"
reglab/mab-infectious-disease
Repository for Chugg and Ho, 2021, "Reconciling Risk Allocation and Prevalence Estimation in Public Health Using Batched Bandits"
reglab/public
reglab/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"
reglab/snc-distributive
Repository for Benami et al., 2021, "The Distributive Effects of Risk Prediction in Environmental Compliance: Algorithmic Design, Environmental Justice, and Public Policy"
reglab/TMDLs_archived
reglab/yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS
reglab/california_mmp
reglab/ConditionalEmbeddings
Estimate conditional word embedding distributions with Bayes-by-Backprop
reglab/EDSR-PyTorch
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
reglab/SpaceNetExploration
A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from the SpaceNet Challenge.
reglab/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
reglab/utilities
Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine learning algorithms.