DrivenData (@drivendataorg)
  • Stars
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    2,835
  • Global Org. Rank 7,320 (Top 3 %)
  • Registered about 10 years ago
  • Most used languages
    Python
    47.0 %
    HTML
    6.0 %
    R
    3.6 %
    Makefile
    3.6 %
    MATLAB
    2.4 %
    C++
    1.2 %

Top repositories

1

competition-winners

The code for the prize winners in DrivenData competitions.
374
star
2

concept-to-clinic

ALCF Concept to Clinic Challenge
Python
368
star
3

cloudpathlib

Python pathlib-style classes for cloud storage services such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.
Python
312
star
4

box-plots-sklearn

An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.
Jupyter Notebook
298
star
5

erdantic

Entity relationship diagrams for Python data model classes like Pydantic
Python
292
star
6

deon

A command line tool to easily add an ethics checklist to your data science projects.
Python
258
star
7

image-similarity-challenge

Winners of the Facebook Image Similarity Challenge
123
star
8

open-cities-ai-challenge

Winners of the Open Cities AI Challenge competition
Jupyter Notebook
115
star
9

zamba

A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
Python
105
star
10

nbautoexport

Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.
Python
71
star
11

pandas-path

Use pathlib syntax to easily work with Pandas series containing file paths.
Python
59
star
12

power-laws-forecasting

Winners of the Power Laws forecasting competition
HTML
56
star
13

hateful-memes

52
star
14

the-biomassters

This a repository with the winners' code from the BioMassters challenge
Jupyter Notebook
36
star
15

stac-overflow

Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition
Jupyter Notebook
34
star
16

power-laws-anomalies

Jupyter Notebook
30
star
17

open-ai-caribbean

Python
27
star
18

power-laws-optimization

Example repository for the Power Laws: Optimizing Demand-side Strategies competition on DrivenData
Jupyter Notebook
26
star
19

overhead-geopose-challenge

Winners of DrivenData's Overhead Geopose Challenge
Python
26
star
20

tick-tick-bloom

Winners of the Tick Tick Bloom: Harmful Algal Bloom Detection Challenge
Jupyter Notebook
25
star
21

cloud-cover-winners

Code from the winning submissions for the On Cloud N: Cloud Cover Detection Challenge
Jupyter Notebook
25
star
22

pover-t-tests

Jupyter Notebook
25
star
23

box-plots-for-education

Competition results for Box-plots for Education https://www.drivendata.org/competitions/4/
HTML
21
star
24

hakuna-madata

Jupyter Notebook
21
star
25

power-laws-cold-start

Jupyter Notebook
21
star
26

wind-dependent-variables

Winners of the Wind-dependent Variables: Predict Wind Speeds of Tropical Storms competition
Python
21
star
27

n-plus-one-fish

Winning models for the N+1 Fish, N+2 Fish competition.
Jupyter Notebook
20
star
28

rinse-over-run

Winners of the Sustainable Industry: Rinse Over Run competition
Jupyter Notebook
20
star
29

snomed-ct-entity-linking

Winners of the SNOMED CT Entity Linking Challenge
Python
19
star
30

cyfi

Estimate cyanobacteria density based on Sentinel-2 satellite imagery
Python
19
star
31

drivendata-submission-validator

Simple validator for submissions to DrivenData competitions
Python
19
star
32

pump-it-up

Code from winning competitors in the Pump it Up competition on DrivenData.
Jupyter Notebook
18
star
33

tissuenet-cervical-biopsies

Winners of the TissueNet: Detect Lesions in Cervical Biopsies competition
Python
17
star
34

nasa-airathon

Winning code from the NASA Airathon: Predict Air Quality challenge on DrivenData
Jupyter Notebook
15
star
35

snowcast-showdown

Jupyter Notebook
14
star
36

magnet-geomagnetic-field

Winners of the MagNet: Model the Geomagnetic Field competition
Jupyter Notebook
14
star
37

snomed-ct-entity-linking-runtime

Runtime repository for the SNOMED CT Entity Linking challenge on DrivenData
Makefile
14
star
38

repro-zipfile

A tiny, zero-dependency replacement for Python's zipfile.ZipFile for creating reproducible/deterministic ZIP archives.
Python
12
star
39

cloud-cover-runtime

Code execution runtime for the Cloud Cover competition
Python
11
star
40

odsc-actionable-ethics

"Actionable Ethics for Data Scientists" Workshop Material @ ODSC
Jupyter Notebook
11
star
41

floodwater-runtime

Code execution runtime for the STAC Overflow: Map Floodwater from Radar Imagery competition
Python
11
star
42

naive-bees-classifier

Competition results for the Naive Bees Classifier competition https://www.drivendata.org/competitions/8/
Python
10
star
43

clog-loss-alzheimers-research

Winners of the Clog Loss: Advance Alzheimer’s Research with Stall Catchers competition
Python
10
star
44

keeping-it-fresh

Competition results for Keeping it Fresh https://www.drivendata.org/competitions/5/
Python
10
star
45

pets-prize-challenge-runtime

Evaluation runtime for Phase 2 of the PETs Prize Challenge
Python
9
star
46

water-supply-forecast-rodeo-runtime

Data and runtime repository for the Water Supply Forecast Rodeo competition on DrivenData
Python
9
star
47

noaa-runtime

Code execution for the NOAA MagNet: Model the Geomagnetic Field competition.
Python
9
star
48

boem-belugas-runtime

Code execution runtime for the "Where's Whale-do?" beluga photo-identification challenge
Jupyter Notebook
8
star
49

video-similarity-challenge

Links to winning solutions for the Meta AI Video Similarity Challenge
8
star
50

senior-data-science

Winners of the Senior Data Science
Python
8
star
51

visiomel-melanoma

Winners of the VisioMel Challenge: Predicting Melanoma Relapse competition
C++
8
star
52

metrics

Useful implementations of metrics for competitions on www.drivendata.org
Python
8
star
53

mars-spectrometry

A repository for the winners of the NASA Mars Spectrometry challenge
Jupyter Notebook
8
star
54

deid2-runtime

Code execution runtime for the NIST De-ID2 competition
Python
7
star
55

meta-vsc-descriptor-runtime

Containerized runtime for the Descriptor Track of the Meta Video Similarity Competition
Python
6
star
56

blood-donations

Community-submitted solutions to the Blood Donations competition on DrivenData.
Jupyter Notebook
6
star
57

sfp-cervical-biopsy-runtime

Code execution for the SFP cervical biopsy competition
Makefile
6
star
58

deep-chimpact-winners

Winners of the Deep Chimpact: Depth Estimation for Wildlife Conservation Competition
Jupyter Notebook
6
star
59

setup-python-uv-action

Composite action that sets up Python and uv with optional caching
Python
6
star
60

nasa-airport-pushback

Winners of the Pushback to the Future: Predict Pushback Time at US Airports Challenge
Python
5
star
61

sortedcontainers-pydantic

Adds Pydantic support to sortedcontainers.
Python
5
star
62

wheres-whale-do

Winners of the Where's Whale-do? Competition
Jupyter Notebook
4
star
63

flu-shot-learning-tutorial

Materials for tutorial @ Good Tech Fest 2020
Jupyter Notebook
4
star
64

pale-blue-dot

Winners of the Pale Blue Dot: Visualization Challenge
Jupyter Notebook
4
star
65

minimal-configclasses

Minimal Python library for creating config classes: a data class that can load default overrides from other sources
Python
4
star
66

countable-care

Winners of the Countable Care competition https://www.drivendata.org/competitions/6/
R
3
star
67

pri-matrix-factorization

Jupyter Notebook
3
star
68

meta-vsc-matching-runtime

Containerized runtime for the Matching Track of the Meta AI Video Similarity Competition
Python
3
star
69

visiomel-melanoma-runtime

Makefile
3
star
70

nasa-airport-config

Winners of the Run-way Functions competition
Python
3
star
71

openai-caribbean-challenge-benchmark

Benchmark code for the Open AI Caribbean Challenge: Mapping Disaster Risk from Aerial Imagery
MATLAB
3
star
72

random-walk-of-the-penguins

Jupyter Notebook
2
star
73

prize-winner-template

Template for competition prize winners to submit their code for review
Python
2
star
74

tutorial-flu-shot-learning

Machine learning tutorial based on the Flu Shot Learning competition
Jupyter Notebook
2
star
75

loggingisfun

A tutorial on logging in your Python package
Python
2
star
76

repro-tarfile

A tiny, zero-dependency replacement for Python's tarfile standard library for creating reproducible/deterministic tar archives.
Python
2
star
77

clog-loss-stall-catchers-benchmark

Benchmark code for Clog Loss: Advance Alzheimer’s Research with Stall Catchers
MATLAB
2
star
78

kelp-wanted

This a repository with the winners' code from the Kelp Wanted challenge
Jupyter Notebook
2
star
79

unsupervised-wisdom

Repo with the winners' code from Unsupervised Wisdom: Explore Medical Narratives on Older Adult Falls
HTML
2
star
80

nasa-pushback-federated-learning

Experiment with federated learning models to predict pushback times at US airports!
Python
1
star
81

april-ai-chatbot

Source code for the April "AI chatbot" demo
HTML
1
star
82

from-fog-nets-to-neural-nets

Winners of the From Fog Nets to Neural Nets"
Python
1
star
83

intro-to-reproducible-ml

Materials for tutorial @ Good Tech Fest DS - Nov. 2020
HTML
1
star
84

dengai

Community-submitted solutions to the DengAI competition on DrivenData.
1
star
85

ai4earth-serengeti-runtime

Container specifications for AI for Earth Serengeti competition on DrivenData
R
1
star
86

millennium-development-goals

Community-submitted solutions to the Millennium Development Goals competition on DrivenData.
1
star
87

mars-spectrometry-gcms

Winners' code from the Mars Spectrometry 2: Gas Chromatography challenge
Python
1
star
88

americas-next-top-statistical-model

Competition results for America's Next Top Statistical Model https://www.drivendata.org/competitions/43/
R
1
star
89

pose-bowl-spacecraft-challenge

Winning solutions from the Pose Bowl: Spacecraft Detection and Pose Estimation Challenge
Jupyter Notebook
1
star