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competition-winners
The code for the prize winners in DrivenData competitions.concept-to-clinic
ALCF Concept to Clinic Challengecloudpathlib
Python pathlib-style classes for cloud storage services such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.box-plots-sklearn
An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.erdantic
Entity relationship diagrams for Python data model classes like Pydanticdeon
A command line tool to easily add an ethics checklist to your data science projects.image-similarity-challenge
Winners of the Facebook Image Similarity Challengeopen-cities-ai-challenge
Winners of the Open Cities AI Challenge competitionzamba
A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videosnbautoexport
Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.pandas-path
Use pathlib syntax to easily work with Pandas series containing file paths.power-laws-forecasting
Winners of the Power Laws forecasting competitionhateful-memes
the-biomassters
This a repository with the winners' code from the BioMassters challengestac-overflow
Winners of the STAC Overflow: Map Floodwater from Radar Imagery competitionopen-ai-caribbean
power-laws-optimization
Example repository for the Power Laws: Optimizing Demand-side Strategies competition on DrivenDataoverhead-geopose-challenge
Winners of DrivenData's Overhead Geopose Challengetick-tick-bloom
Winners of the Tick Tick Bloom: Harmful Algal Bloom Detection Challengecloud-cover-winners
Code from the winning submissions for the On Cloud N: Cloud Cover Detection Challengepover-t-tests
box-plots-for-education
Competition results for Box-plots for Education https://www.drivendata.org/competitions/4/hakuna-madata
power-laws-cold-start
wind-dependent-variables
Winners of the Wind-dependent Variables: Predict Wind Speeds of Tropical Storms competitionn-plus-one-fish
Winning models for the N+1 Fish, N+2 Fish competition.rinse-over-run
Winners of the Sustainable Industry: Rinse Over Run competitionsnomed-ct-entity-linking
Winners of the SNOMED CT Entity Linking Challengecyfi
Estimate cyanobacteria density based on Sentinel-2 satellite imagerydrivendata-submission-validator
Simple validator for submissions to DrivenData competitionspump-it-up
Code from winning competitors in the Pump it Up competition on DrivenData.tissuenet-cervical-biopsies
Winners of the TissueNet: Detect Lesions in Cervical Biopsies competitionnasa-airathon
Winning code from the NASA Airathon: Predict Air Quality challenge on DrivenDatasnowcast-showdown
magnet-geomagnetic-field
Winners of the MagNet: Model the Geomagnetic Field competitionsnomed-ct-entity-linking-runtime
Runtime repository for the SNOMED CT Entity Linking challenge on DrivenDatarepro-zipfile
A tiny, zero-dependency replacement for Python's zipfile.ZipFile for creating reproducible/deterministic ZIP archives.cloud-cover-runtime
Code execution runtime for the Cloud Cover competitionodsc-actionable-ethics
"Actionable Ethics for Data Scientists" Workshop Material @ ODSCfloodwater-runtime
Code execution runtime for the STAC Overflow: Map Floodwater from Radar Imagery competitionnaive-bees-classifier
Competition results for the Naive Bees Classifier competition https://www.drivendata.org/competitions/8/clog-loss-alzheimers-research
Winners of the Clog Loss: Advance Alzheimerβs Research with Stall Catchers competitionkeeping-it-fresh
Competition results for Keeping it Fresh https://www.drivendata.org/competitions/5/pets-prize-challenge-runtime
Evaluation runtime for Phase 2 of the PETs Prize Challengewater-supply-forecast-rodeo-runtime
Data and runtime repository for the Water Supply Forecast Rodeo competition on DrivenDatanoaa-runtime
Code execution for the NOAA MagNet: Model the Geomagnetic Field competition.boem-belugas-runtime
Code execution runtime for the "Where's Whale-do?" beluga photo-identification challengevideo-similarity-challenge
Links to winning solutions for the Meta AI Video Similarity Challengesenior-data-science
Winners of the Senior Data Sciencevisiomel-melanoma
Winners of the VisioMel Challenge: Predicting Melanoma Relapse competitionmetrics
Useful implementations of metrics for competitions on www.drivendata.orgmars-spectrometry
A repository for the winners of the NASA Mars Spectrometry challengedeid2-runtime
Code execution runtime for the NIST De-ID2 competitionmeta-vsc-descriptor-runtime
Containerized runtime for the Descriptor Track of the Meta Video Similarity Competitionblood-donations
Community-submitted solutions to the Blood Donations competition on DrivenData.sfp-cervical-biopsy-runtime
Code execution for the SFP cervical biopsy competitiondeep-chimpact-winners
Winners of the Deep Chimpact: Depth Estimation for Wildlife Conservation Competitionsetup-python-uv-action
Composite action that sets up Python and uv with optional cachingnasa-airport-pushback
Winners of the Pushback to the Future: Predict Pushback Time at US Airports Challengesortedcontainers-pydantic
Adds Pydantic support to sortedcontainers.wheres-whale-do
Winners of the Where's Whale-do? Competitionflu-shot-learning-tutorial
Materials for tutorial @ Good Tech Fest 2020pale-blue-dot
Winners of the Pale Blue Dot: Visualization Challengeminimal-configclasses
Minimal Python library for creating config classes: a data class that can load default overrides from other sourcescountable-care
Winners of the Countable Care competition https://www.drivendata.org/competitions/6/pri-matrix-factorization
meta-vsc-matching-runtime
Containerized runtime for the Matching Track of the Meta AI Video Similarity Competitionvisiomel-melanoma-runtime
nasa-airport-config
Winners of the Run-way Functions competitionopenai-caribbean-challenge-benchmark
Benchmark code for the Open AI Caribbean Challenge: Mapping Disaster Risk from Aerial Imageryrandom-walk-of-the-penguins
prize-winner-template
Template for competition prize winners to submit their code for reviewtutorial-flu-shot-learning
Machine learning tutorial based on the Flu Shot Learning competitionloggingisfun
A tutorial on logging in your Python packagerepro-tarfile
A tiny, zero-dependency replacement for Python's tarfile standard library for creating reproducible/deterministic tar archives.clog-loss-stall-catchers-benchmark
Benchmark code for Clog Loss: Advance Alzheimerβs Research with Stall Catcherskelp-wanted
This a repository with the winners' code from the Kelp Wanted challengeunsupervised-wisdom
Repo with the winners' code from Unsupervised Wisdom: Explore Medical Narratives on Older Adult Fallsnasa-pushback-federated-learning
Experiment with federated learning models to predict pushback times at US airports!april-ai-chatbot
Source code for the April "AI chatbot" demofrom-fog-nets-to-neural-nets
Winners of the From Fog Nets to Neural Nets"intro-to-reproducible-ml
Materials for tutorial @ Good Tech Fest DS - Nov. 2020dengai
Community-submitted solutions to the DengAI competition on DrivenData.ai4earth-serengeti-runtime
Container specifications for AI for Earth Serengeti competition on DrivenDatamillennium-development-goals
Community-submitted solutions to the Millennium Development Goals competition on DrivenData.mars-spectrometry-gcms
Winners' code from the Mars Spectrometry 2: Gas Chromatography challengeamericas-next-top-statistical-model
Competition results for America's Next Top Statistical Model https://www.drivendata.org/competitions/43/pose-bowl-spacecraft-challenge
Winning solutions from the Pose Bowl: Spacecraft Detection and Pose Estimation ChallengeLove Open Source and this site? Check out how you can help us